{ "schemaVersion": "deck-intelligence.v1", "id": "019dd923-622c-750b-8b99-7df068ad1ae5", "slug": "55f4c152cfe0", "title": "WSP Global Inc. (WSP)", "subtitle": "Spruce Point Capital Management · 2024-04", "author": "Spruce Point Capital Management", "date": "2024-04-03 00:00:00", "pageCount": 68, "kind": "activist-deck", "orientation": "landscape", "aspectRatio": 1.3333334, "targetCompany": "WSP Global Inc.", "targetTicker": "WSP", "document": { "id": "019dd923-622c-750b-8b99-7df068ad1ae5", "slug": "55f4c152cfe0", "title": "WSP Global Inc. (WSP)", "rawTitle": "66130eb84ccc35e970113cf7 wsp research thesis 4 3 2024", "authorId": "54_Spruce_Point_Capital", "authorName": "Spruce Point Capital Management", "authorDisplay": "Spruce Point Capital Management", "kind": { "slug": "activist-deck", "label": "Activist deck" }, "sourceType": { "slug": "short_seller", "label": "Short seller" }, "fileName": "2024-04-66130eb84ccc35e970113cf7_wsp_research_thesis_4-3-2024.pdf", "sourceUrl": null, "sourceDate": "2024-04-03 00:00:00", "presentationDate": "2024-04-03 00:00:00", "ingestedAt": "2026-04-22 21:51:16+00", "status": "ready", "pageCount": 68, "orientation": "landscape", "aspectRatio": 1.3333334, "targetCompany": "WSP Global Inc.", "targetTicker": "WSP", "metadata": { "local_root": "/tmp/legacy-images/55f4c152cfe0", "activist_firm": "Spruce Point Capital Management", "origin_corpus": "contrarian", "extraction_seconds": 121.58230996131897 } }, "coverage": { "pageCount": 68, "pagesIndexed": 68, "pagesWithImages": 68, "pagesWithMetadata": 68, "imageCoveragePct": 100, "metadataCoveragePct": 100, "componentCount": 451, "chartCount": 13, "metricSlides": 0, "toolMatches": 11, "documentToolMatches": 4, "frameworkMatches": 53, "arcMatches": 1, "beatMatches": 5, "loopMatches": 0, "patternMatches": 0, "storymakersMatch": false, "scoreAvailable": false, "reviewAvailable": false, "activistThesisAvailable": true, "pitchdeckMetadataAvailable": false, "pitchdeckProfileAvailable": false }, "blocks": [], "matches": { "arcs": [ { "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null, "categoryName": "Booker's 7 Plots", "categorySlug": "booker-s-7-plots" }, "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "evidence": "The document frames WSP's issues as a 'monster' to be overcome, with the goal of revealing the truth and warning investors.", "isPrimary": true, "confidence": 0.8, "extraction": { "at": "2026-07-16 22:00:48.518484+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "beats": [ { "to": 5, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null, "categoryName": "Booker's 7 Plots", "categorySlug": "booker-s-7-plots" }, "from": 5, "name": "Hook", "beatId": "eaf92bc8-3c39-4b81-8f66-43c6f7d5e425", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": { "name": "Hook", "slug": "hook", "status": "active", "canonId": "019dd9b8-01a6-7328-bff2-b22eb40b3ea5", "version": 1, "description": "The opener — a deliberate move to earn attention before any argument. Used by AIDA, Monroes, Pixar Pitch, Overcoming the Monster." }, "evidence": "The executive summary serves as a hook to grab the reader's attention", "position": 0, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 }, { "to": 8, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null, "categoryName": "Booker's 7 Plots", "categorySlug": "booker-s-7-plots" }, "from": 7, "name": "Complication", "beatId": "ffcf3bbb-6e9d-4ec4-9121-29832907b188", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "evidence": "The document highlights multiple reasons to be negative on WSP", "position": 1, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 }, { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null, "categoryName": "Booker's 7 Plots", "categorySlug": "booker-s-7-plots" }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 }, { "to": 12, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null, "categoryName": "Booker's 7 Plots", "categorySlug": "booker-s-7-plots" }, "from": 12, "name": "Villain Critique", "beatId": "ca3e213c-c6ad-40ec-85b2-e400334067ea", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document critiques WSP's Vice Chairman and former CEO", "position": 3, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 }, { "to": 14, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null, "categoryName": "Booker's 7 Plots", "categorySlug": "booker-s-7-plots" }, "from": 14, "name": "Thesis Headline", "beatId": "0711b93e-4caa-4c47-ae20-f31cc4e5d997", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document presents a clear thesis on WSP's downside risk", "position": 4, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "tools": [ { "tool": { "name": "CEO quote contradiction", "slug": "ceo-quote-contradiction", "status": "active", "bestFor": "When management credibility is the lever", "canonId": "019dd9e1-52e9-717f-8454-93e627563ed6", "version": 1, "bodyDocId": "019dd9a1-8296-720d-8f51-da76937f9415", "description": "You reproduce management's own words — verbatim, with source and date — and\nthen place them next to the outcome that contradicts them. The CEO built\nthe rope; you put it around their own neck.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "document", "agents": null, "matchId": "7159fcdc-16b3-4206-9438-de65bf496a39", "evidence": null, "pageRefs": null, "priority": null, "whenToUse": "When management credibility is the lever", "confidence": null, "extraction": { "at": "2026-04-29 12:07:50.073129+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": null, "whyItWorks": "- **Maximum credibility**: no adjective you could write is as damning as the\n target's own prior statement.\n- **No rebuttal path**: management can't argue they didn't say it.\n- **It forces accountability onto a person**, not an institution — even if\n you aren't explicitly naming a villain elsewhere.\n- **Reporters amplify it**. A CEO-quote-contradiction slide is quotable,\n which means it lands in WSJ/FT/Bloomberg coverage.", "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Peer gap chart", "slug": "peer-gap", "status": "active", "bestFor": "When relative underperformance is the core argument", "canonId": "019dd9e1-54f1-775a-94a1-d5cf3bb75abf", "version": 1, "bodyDocId": "019dd9a1-8653-7748-9050-807f067196c3", "description": "A single visual that benchmarks the target against its best-in-class peers on\na single quantitative KPI — and shows the target losing. The gap is the\npunchline.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "document", "agents": null, "matchId": "bb6dcd3a-d742-4480-864c-b41d7b7b7b67", "evidence": null, "pageRefs": null, "priority": null, "whenToUse": "When relative underperformance is the core argument", "confidence": null, "extraction": { "at": "2026-04-29 12:07:50.073129+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": null, "whyItWorks": "- It's the **most credible claim in the deck** because it's arithmetic, not\n opinion.\n- It's immediately **actionable** — close this gap and value accrues.\n- It **pre-empts the \"context is different\" defence** by pitting the target\n against direct peers in the same category.", "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Villain naming", "slug": "villain-naming", "status": "active", "bestFor": "When governance or specific decisions are the core thesis", "canonId": "019dd9e1-55a4-74db-9314-0ced4cd46cd2", "version": 1, "bodyDocId": "019dd9a1-88f1-72ad-8f4e-56ec29d7b369", "description": "You identify a **specific person** responsible for the target's underperformance\nor the behaviour you want changed — and name them. Not \"management\" or \"the\nboard\". A named executive or director with a specific failure attributable to\nthem.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "document", "agents": null, "matchId": "c9332bda-2e4e-4e34-8fec-cd5e0444e1a0", "evidence": "Pierre Shoiry (Vice Chair, former CEO) and Christopher Cole (Board Chair)", "pageRefs": null, "priority": null, "whenToUse": "When governance or specific decisions are the core thesis", "confidence": null, "extraction": { "at": "2026-04-29 12:07:50.073129+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": null, "whyItWorks": "- **Accountability needs a face.** Voters (shareholders, regulators,\n journalists) act faster against people than institutions.\n- **Credibility rises with specificity.** \"The CFO has repeatedly missed\n guidance\" > \"Management has missed guidance\".\n- It **pre-empts evasion**. An individual can be removed; an abstraction\n cannot.\n- It **forces the target to respond personally** — and their defensive\n response usually generates more attention for your thesis.", "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Villain slide", "slug": "villain-slide", "status": "active", "bestFor": "In activist decks where the personality matters", "canonId": "019dd9e1-518c-7404-976a-5be5a517b659", "version": 1, "bodyDocId": null, "description": "A dedicated slide presenting the named villain visually", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "document", "agents": null, "matchId": "26683bb3-aa93-46e3-b64c-c9399c9b2f94", "evidence": null, "pageRefs": null, "priority": null, "whenToUse": "In activist decks where the personality matters", "confidence": null, "extraction": { "at": "2026-04-29 12:07:50.073129+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": null, "whyItWorks": "Makes the antagonist concrete", "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "bfcb3199-2023-4294-a548-c331795f121a", "evidence": "The slide is titled 'WSP should overhaul its Audit Committee...' and contains a summary of findings.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 23:06:04.310555+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 6, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "6f921563-8fd1-4ba9-94dc-ca7fae964323", "evidence": "The slide is titled 'Multiple Reasons To Be Negative On WSP' and contains a list of reasons.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 23:06:04.403035+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 7, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "34df5385-397a-4549-86cb-77163d9abd29", "evidence": "The slide is titled 'WSP Global Has 25% - 50% Downside Risk' and contains a summary of findings.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 23:06:04.486291+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 8, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "f37e7f19-32af-409a-b4db-76d37912f545", "evidence": "table/data: Peer Public Company Valuation Metrics table (possible 2x2 matrix)", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-16 23:05:59.98699+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 66, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Slide recipe: the peer-gap chart", "slug": "peer-gap-chart-recipe", "status": "active", "bestFor": null, "canonId": "019df269-2b04-75bc-ad85-e0179264bdd7", "version": 1, "bodyDocId": "019df269-2ae1-771d-9cd1-193a2e25f21c", "description": "The single most-copied slide in activism. This is the exact layout, used", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "1fb2241f-34ef-404b-8205-74418242bbcc", "evidence": "Peer Public Company Valuation Metrics table and EV / EBITDA: 16.0x", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 23:05:59.954443+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 66, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Chart Selection Guide", "slug": "chart-selection-guide", "status": "active", "bestFor": null, "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae", "version": 1, "bodyDocId": null, "description": "Choosing the right chart type for your data and message", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "e692cf69-3fef-4dec-9e56-743434bfd755", "evidence": "chart/bar-vertical: 2024E EV / Revenue and chart/bar-vertical: 2024E EV / EBITDA", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 23:06:00.05211+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 67, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "7134153c-7c6d-4622-8e05-92522ac87262", "evidence": "list/bullet: Factors Why WSP’s Valuation Should Compress", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 23:06:00.121424+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 68, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "a901ebdb-b4f8-45c4-b22a-5e0e431b4b55", "evidence": "Using past successful campaigns to build trust for current thesis.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:23.997+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 4, "frameworkName": "credibility-transfer" }, { "matchId": "5d9d3b6b-cd70-4b92-b771-44273dd46e1c", "evidence": "Slide title is 'Executive Summary'", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 20:28:23.502+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 5, "frameworkName": "executive-summary" }, { "matchId": "2cd9be1f-39ef-411d-9788-878ba1dcbfd1", "evidence": "Detailed forensic accounting allegations and leadership integrity critique.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:25.064+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 6, "frameworkName": "fraud-exposure" }, { "matchId": "51f5c3aa-0c6d-4d3f-9b89-39481f815621", "evidence": "The slide systematically lists financial irregularities and accounting manipulation allegations to build a short thesis.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:24.396+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 7, "frameworkName": "fraud-exposure" }, { "matchId": "bb1b0658-5a5b-4e21-8453-e9e15cfc29ac", "evidence": "Contrasts company claims with activist findings in a table format.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:25.401+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 9, "frameworkName": "expose_contradiction" }, { "matchId": "7c9674aa-8f5c-43ba-aeda-ee47abe1376a", "evidence": "The slide explicitly links corporate name changes to corruption scandals and lists subsequent legal fines and executive turnover.", "framework": null, "confidence": 0.95, "extraction": { "at": "2026-05-02 20:28:25.93+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 11, "frameworkName": "fraud-exposure" }, { "matchId": "fce47415-810e-4297-bf34-204774824dd1", "evidence": "The slide explicitly frames the executive as a 'dishonored' figure to undermine investor confidence.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:38.479+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 12, "frameworkName": "antagonist-introduction" }, { "matchId": "798da85b-87fc-40d7-9a23-cd65c808989e", "evidence": "Compares 2020 biography to current biography to show removal of Redcentric role.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 20:28:27.177+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 13, "frameworkName": "before-after-framing" }, { "matchId": "2fb2f3d7-3593-4ca1-8652-00a0f31125fb", "evidence": "Explicitly links board member to a known accounting fraud scandal.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 20:28:27.177+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 13, "frameworkName": "fraud-exposure" }, { "matchId": "d69a3ddd-6f99-4594-a378-92de7bcdba27", "evidence": "Frames WSP as a company with suspicious accounting practices similar to past targets.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 20:28:27.561+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 15, "frameworkName": "antagonist-introduction" }, { "matchId": "be30909f-4998-4427-8765-cbee61c88465", "evidence": "Contrasts CEO's claim of 'disciplined' M&A with a calculated 91% efficiency ratio.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 20:28:30.842+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 18, "frameworkName": "ceo-quote-contradiction" }, { "matchId": "dd5719c4-d5a3-4bbd-95ba-baef2737294e", "evidence": "Contrasts CEO statement with financial data", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 20:28:28.469+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 19, "frameworkName": "ceo-quote-contradiction" }, { "matchId": "08c20f28-b51a-4e89-8a7c-3e8655e351c4", "evidence": "Contrasts quantitative data with CEO statement", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 20:28:27.555+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 20, "frameworkName": "ceo-quote-contradiction" }, { "matchId": "04c90f43-41d1-46d0-b051-72d53a8924d5", "evidence": "Critiquing acquisition quality and financial health to undermine management credibility.", "framework": null, "confidence": 0.85, "extraction": { "at": "2026-05-02 20:28:28.036+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 21, "frameworkName": "fraud-exposure" }, { "matchId": "e237d720-aa28-45eb-b5fa-8cd30255907c", "evidence": "Comparing WSP turnover against a peer group to establish relative performance.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:30.707+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 23, "frameworkName": "comparison-frame" }, { "matchId": "689e34a0-8497-44e1-ae8a-1ffbc1915d7a", "evidence": "The slide compares WSP's headcount growth against a defined peer group to highlight underperformance.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:27.918+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 24, "frameworkName": "comparison_frame" }, { "matchId": "8265b000-0dcf-4bc7-be19-f55b431c6495", "evidence": "The slide uses a table to compare WSP's definition against peers to highlight a negative discrepancy.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:30.815+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 26, "frameworkName": "comparison_frame" }, { "matchId": "2a1061a8-04b3-48f1-8fb6-2c9021cb7d70", "evidence": "The slide compares definitions across five peers to establish a relative benchmark.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:27.7+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 27, "frameworkName": "comparison-frame" }, { "matchId": "da5a7af9-b68b-41eb-a497-351e75d7a742", "evidence": "Highlighting a footnote to suggest management is manipulating metrics to hide weakening performance.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:31.893+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 28, "frameworkName": "fraud-exposure" }, { "matchId": "a9f9b897-66cb-4504-82a2-d95c736b20f9", "evidence": "Highlights a change in accounting definitions to suggest potential manipulation of backlog quality.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:27.811+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 29, "frameworkName": "fraud-exposure" }, { "matchId": "6ec0a308-ebea-4979-b704-c91af5b1b4b4", "evidence": "Direct comparison of 2021 and 2022 policy language to highlight a shift in management rigor.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:27.917+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 30, "frameworkName": "expose_contradiction" }, { "matchId": "ab7ddca7-62f6-4dd9-bc8d-e725d1f1985a", "evidence": "Highlights missing financial disclosures and potential audit gaps.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:28.672+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 31, "frameworkName": "fraud-exposure" }, { "matchId": "d53fec2f-485b-404f-bd21-a9f5e73e0504", "evidence": "Contrasts management's internal goodwill testing assumptions against their own public guidance and historical performance.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 20:28:28.97+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 32, "frameworkName": "expose_contradiction" }, { "matchId": "64a7774a-ed64-4876-ba4e-1e0ed23225fc", "evidence": "Exposing accounting discrepancies in DSO calculation to suggest misleading financial reporting.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:32.413+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 33, "frameworkName": "fraud-exposure" }, { "matchId": "76c0352e-9980-4247-a1cb-581b203049ed", "evidence": "Highlighting persistent forecast misses to suggest management manipulation or incompetence.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:28.261+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 35, "frameworkName": "fraud-exposure" }, { "matchId": "1f1be9ac-0bfb-4782-9f65-ea0df5b6a8a9", "evidence": "Highlighting suspicious accounting entries (negative costs) to challenge management's add-back logic.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:29.434+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 37, "frameworkName": "fraud-exposure" }, { "matchId": "ca8e682b-871a-42e1-b1b2-edfa165f452f", "evidence": "The slide explicitly frames a financial discrepancy as a 'Warning' and 'patently false' statement to expose potential accounting manipulation.", "framework": null, "confidence": 0.95, "extraction": { "at": "2026-05-02 20:28:29.302+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 38, "frameworkName": "fraud-exposure" }, { "matchId": "17c75fae-3e03-41f4-8ee1-00d1db212e54", "evidence": "Contrasting provision ratios between acquired entity and parent company to imply accounting manipulation.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:29.22+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 39, "frameworkName": "fraud-exposure" }, { "matchId": "430163ed-9ca6-445c-b0e9-10ec87256474", "evidence": "Comparing Wood E&I against industry peers to highlight an outlier.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:29.681+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 40, "frameworkName": "comparison_frame" }, { "matchId": "0b91666a-c5ad-4453-a029-bc9ce28e59f3", "evidence": "The slide attempts to expose an accounting manipulation (provision reversal) to challenge the validity of reported earnings.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:30.731+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 41, "frameworkName": "fraud-exposure" }, { "matchId": "70f84105-5e1f-4d09-a651-cc57c480210c", "evidence": "Uses the CBI case study to argue that WSP's current accounting practices will lead to a similar outcome.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:31.451+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 42, "frameworkName": "argument-from-analogy" }, { "matchId": "d6135a1f-29bd-4f0d-b5ea-c78e18e132b3", "evidence": "Contrasts CFO quote with Spruce Point's adjusted financial analysis.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 20:28:36.526+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 43, "frameworkName": "ceo-quote-contradiction" }, { "matchId": "03499799-6f86-4df2-aca9-637ce76295b5", "evidence": "Contrasts corporate policy text with whistleblower allegations of misconduct.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 20:28:37.928+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 45, "frameworkName": "ceo-quote-contradiction" }, { "matchId": "377a0423-143d-4041-8e42-c7d11cb8467a", "evidence": "The slide uses redacted documents to imply corporate malfeasance and lack of transparency.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:31.649+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 46, "frameworkName": "fraud-exposure" }, { "matchId": "c9015f97-7f34-4a71-b0c5-33f814449c42", "evidence": "Exposing hidden corporate structures and potential tax evasion", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:31.836+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 47, "frameworkName": "fraud-exposure" }, { "matchId": "754c134d-77ce-4b81-91d2-b89a3f9dcc60", "evidence": "The slide explicitly links geographic reporting anomalies to whistleblower allegations of tax evasion.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:32.324+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 48, "frameworkName": "fraud-exposure" }, { "matchId": "b13163df-8b06-4c11-b9a7-fed3cba28fea", "evidence": "Contrasting two quotes from different time periods to expose inconsistent management logic.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 20:28:31.278+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 49, "frameworkName": "ceo-quote-contradiction" }, { "matchId": "d0de1e4d-2da8-4199-ba50-d33be542866a", "evidence": "The slide explicitly claims inflation of cash flow metrics through accounting misclassification.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:32.463+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 50, "frameworkName": "fraud-exposure" }, { "matchId": "3777b636-9db4-4163-8ec9-45722bdaf1a7", "evidence": "Exposing misclassification of financial data to invalidate valuation models.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:31.623+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 51, "frameworkName": "fraud-exposure" }, { "matchId": "b1e9af2e-8e64-41d1-b931-f3e92fff86e3", "evidence": "Contrasts management's claim of high conversion with the analyst's adjusted lower figures.", "framework": null, "confidence": 0.95, "extraction": { "at": "2026-05-02 20:28:31.726+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 52, "frameworkName": "ceo-quote-contradiction" }, { "matchId": "dece471a-9e73-415f-9720-96144c7c0a9a", "evidence": "Comparison of WSP against industry peers on a specific financial metric.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:30.849+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 53, "frameworkName": "comparison_frame" }, { "matchId": "2e719d0b-8a30-459b-b979-fdcef6d4b954", "evidence": "The slide explicitly identifies an accounting error and lack of disclosure as evidence of misclassification.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:31.631+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 54, "frameworkName": "fraud-exposure" }, { "matchId": "6f9f8c10-c460-42ef-854d-d4568740946c", "evidence": "The slide explicitly argues that the company is misrepresenting its financial health (leverage) to investors.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:32.358+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 55, "frameworkName": "fraud-exposure" }, { "matchId": "e226c61b-e60c-4068-b2d0-3755ad07c149", "evidence": "The slide explicitly links committee members to past financial transparency and accounting concerns to undermine their credibility.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:34.785+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 57, "frameworkName": "fraud-exposure" }, { "matchId": "9f6255ea-f876-41a5-b5cd-5a84fd0e504e", "evidence": "Highlighting the removal of a governance clause to suggest potential for misconduct or lack of accountability.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:32.414+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 59, "frameworkName": "fraud-exposure" }, { "matchId": "e8e57e0a-5ded-4e02-a3a4-10b5eb9ded3e", "evidence": "Highlighting discrepancies between internal compensation metrics and public reporting to suggest manipulation.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:33.714+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 60, "frameworkName": "fraud-exposure" }, { "matchId": "d35b9e87-89a4-434e-a0e4-0a05d786586e", "evidence": "Highlighting manipulation of performance metrics to inflate executive compensation.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:37.012+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 61, "frameworkName": "fraud-exposure" }, { "matchId": "49d27e9f-c53b-4ff3-84d0-b91fcdd7da5c", "evidence": "The slide explicitly frames the consensus view as a potential error to be corrected by the author's own forensic analysis.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:42.205+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 63, "frameworkName": "preempt_rebuttal" }, { "matchId": "4ff2a0cb-9962-4930-b0b1-42f083f8b94f", "evidence": "Contrasts broker buy ratings with actual insider/major shareholder selling behavior.", "framework": null, "confidence": 0.85, "extraction": { "at": "2026-05-02 20:28:34.329+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 64, "frameworkName": "ceo-quote-contradiction" }, { "matchId": "e7efa3f5-5f8e-4400-82e7-c1953999d87c", "evidence": "Directly contrasts management claims with critical questions and negative impacts.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:35.018+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 65, "frameworkName": "expose_contradiction" }, { "matchId": "5469ec49-ca53-4c75-b269-2edfb065d486", "evidence": "Direct comparison of valuation multiples across a peer group.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:34.105+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 66, "frameworkName": "comparison_frame" }, { "matchId": "f526855d-9fc7-4fbd-8bc2-a25df9491b90", "evidence": "Comparison of valuation multiples against a peer group", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 20:28:33.825+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 67, "frameworkName": "peer_benchmark" }, { "matchId": "695b09bb-556c-4222-9ba1-fca6d19b3d5c", "evidence": "Table showing derivation of share price from enterprise value and debt/cash adjustments", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:34.327+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 68, "frameworkName": "valuation-bridge" } ], "patterns": [] }, "storymakers": null, "score": null, "review": null, "activistThesis": { "tone": "adversarial", "notes": "Classic Spruce Point short-report structure with cartoon cover (train-wreck pig), exec summary, scandal history, accounting forensics, and downside valuation. Notable rhetorical moves: side-by-side bio screenshots showing Cole 'scrubbed' Redcentric mention; year-over-year disclosure-language diffs (backlog, revenue recognition, STIP); CBI/Buffett analogy used as warning template. No SOTP — pure multiple-compression argument. No stake disclosed (typical for short reports — Spruce Point discloses short position generically in disclaimer but not %). Date inferred from filename and disclaimer cadence (April 3, 2024).", "kpisCited": [ { "detail": "~38% estimated vs. 110% promoted by management", "metric": "Free cash flow conversion" }, { "detail": "Declined ~30bps vs. peer ~80bps improvement over past two years", "metric": "Adj. EBITDA margin trend" }, { "detail": "Cumulatively underspent guidance by ~$150m over four years", "metric": "Net capex miss" }, { "detail": "Declining across all regions except EMEAI in 2023; APAC notably weak", "metric": "Backlog to LTM revenue" }, { "detail": "71.3 days reported to comp committee vs. 73 days reported to investors", "metric": "DSO discrepancy" }, { "detail": "2-5% revenue growth used despite 6% historical and 5-8% 2024 guidance; 11.8-23.5% EBITDA margin range", "metric": "Goodwill testing assumptions" }, { "detail": "Post-12-month revision boosted Adj. EBITDA $9.6m and EPS $0.06 in Q4'23", "metric": "Wood E&I provision adjustment" }, { "detail": "16x 2024E EBITDA and 2.8x revenue — highest in global peer group", "metric": "Valuation multiple" }, { "detail": "Remainder of board owns just 0.05% of WSP stock", "metric": "Insider ownership ex-Shoiry" }, { "detail": "Sold 2.48m shares at C$182.26 on Nov 15, 2023", "metric": "CPPIB divestment" } ], "closingAsk": "Reconsider WSP's premium multiple in light of forensic evidence of accounting gamesmanship, governance failures, and tax-evasion allegations — Spruce Point estimates 25-50% downside to C$110-$165.", "extraction": { "at": "2026-04-22 21:51:16+00", "model": "unknown-legacy", "runId": null, "seconds": 121.58231, "promptVersion": null }, "scqaReward": "Reverting WSP's premium multiple toward industry peers implies 25-50% downside to a C$110-$165 share price (vs. C$226 current) — a 35-49% move on EBITDA-multiple math against a +8% sell-side consensus upside.", "thesisTypes": [ "fraud_exposure", "governance_board" ], "top3Reasons": [ "Scandalous leadership: Vice Chair sanctioned by Quebec Engineers; Chair tied to Redcentric accounting fraud", "Accounting gamesmanship: vague backlog redefined, revenue recognition loosened, provision account boosted EBITDA", "Free cash flow conversion ~38% vs. 110% promoted; whistleblower alleges tax evasion via Cyprus entities" ], "scqaSituation": "WSP Global is a $27bn TSX-listed engineering and professional services roll-up that has acquired 22 companies for $4.3bn since 2020 and trades at a premium 2.8x revenue and 16x 2024E EBITDA on belief it is a world-class operator.", "thesisSummary": "Spruce Point issues a Strong Sell on WSP Global, a $27bn Montreal-based engineering roll-up trading at a premium 16x 2024E EBITDA. The firm's forensic review uncovers a scandalous leadership history — Vice Chair Pierre Shoiry was sanctioned by Quebec's Order of Engineers, and Chairman Christopher Cole scrubbed his bio of a 2014-2019 Redcentric chairmanship marred by accounting fraud. Spruce Point alleges WSP is masking growing strain via vague backlog redefinitions, a switch from monthly to periodic cost reviews, an oversized Wood E&I provision account that violated IFRS guidance and boosted EBITDA, and free cash flow conversion of just ~38% vs. 110% promoted. A whistleblower in India alleges tax evasion through Cyprus entities. With CPPIB selling 2.5m shares and the Audit Committee captured by a Montreal old-boys club, Spruce Point sees 25-50% downside to C$110-$165.", "primaryDemands": [ "Overhaul WSP's Audit Committee, currently stacked with Montreal-based business executives", "Form an independent committee to evaluate Spruce Point's findings", "Improve financial transparency on revenue contributions, backlog definition, and corporate organizational structure", "Investigate whistleblower allegations of tax evasion involving entities in Cyprus" ], "scqaResolution": "WSP should overhaul its Montreal-clubby Audit Committee and form an independent committee to evaluate Spruce Point's findings, improve disclosure on backlog, DSOs, and corporate structure, and investigate the tax-evasion whistleblower claim.", "thesisOneLiner": "WSP Global is a $27bn engineering roll-up masking financial stress with accounting tricks, scandalous leadership, and tax-evasion allegations — Spruce Point sees 25-50% downside to C$110-$165.", "precedentsCited": [ "Chicago Bridge & Iron (CBI) — purchase-price manipulation short, Buffett invested then collapsed", "Redcentric plc — UK accounting scandal under Chairman Christopher Cole's watch, stock fell 70% intraday", "Lightspeed (LSPD) — prior Spruce Point Montreal short, -90%", "Nuvei (NVEI) — prior Spruce Point Montreal short, -86%", "Saputo (SAP) — prior Spruce Point Montreal short, -25%" ], "scqaComplication": "Forensic review reveals scandalous leadership (Vice Chair sanctioned, Chair tied to Redcentric fraud), vague backlog and DSO definitions, loosened revenue recognition, an oversized Wood E&I provision flattering EBITDA, and a whistleblower alleging Cyprus-routed tax evasion.", "narrativeInterest": 4, "notableSlidePages": [ 1, 6, 13, 28, 29, 60, 68 ], "peerCompaniesCited": [ "Stantec", "AtkinsRealis (SNC-Lavalin)", "AECOM", "Tetra Tech", "Jacobs", "Primoris Services", "Sterling Infrastructure", "Worley", "Tutor Perini", "MasTec", "Arcadis", "SWECO", "Granite Construction", "AFRY", "NV5 Global", "Bowman Consulting", "RSK Group" ], "valuationFrameworks": [ "multiple_comparison" ], "visualCraftInterest": 3 }, "pitchdeck": { "metadata": null, "profile": null }, "slides": [ { "page": 1, "type": "setup", "title": "The slide uses a visual metaphor of a train operator seeing a collision ahead to signal a 'Strong Sell' investment thesis.", "function": "front_matter", "imagePath": "https://imgproxy.kitesheet.com/t8YUgZzmU5vddjjYa5mHh7AL-Px6Omo6L6cmh2PqmGA/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy81NWY0YzE1MmNmZTAvcDAwMS5wbmc", "rawType": "cover", "block": null, "metadata": { "slideType": "cover", "slideTypeCanon": { "name": "Cover", "slug": "cover", "status": "active", "canonId": "019de52d-05f2-729d-9f93-e0504f0a2410", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 24, "componentCount": 6, "textChars": 208, "nDataPoints": 0, "notes": "The slide uses a visual metaphor of a train operator seeing a collision ahead to signal a 'Strong Sell' investment thesis.", "elementsJson": [ "photo", "callout_box" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:23.791+00", "seconds": 2.632, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/1", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-1", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.2, "x": 0.27, "y": 0.08 }, "kind": "callout", "text": "Oh no, train wreck coming!!!", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:23.791+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c986daae-171f-479e-946c-c1770a05e72c", "parentComponentId": null }, { "bbox": { "h": 1, "w": 1, "x": 0, "y": 0 }, "kind": "image", "text": "Train operator looking at an oncoming train and a pig on the tracks", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:23.791+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c293479a-7126-465c-9ffd-dc7a01bdd643", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.25, "x": 0.09, "y": 0.83 }, "kind": "image", "text": "Spruce Point Capital Management logo", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Logo", "slug": "logo", "status": "active", "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302", "version": 1, "description": null }, "framework": null }, "subkind": "logo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:23.791+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5e2214d5-286b-4f2d-a096-540f2f170b9d", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.25, "x": 0.09, "y": 0.79 }, "kind": "subtitle", "text": "WSP Global Inc. | TSX: WSP", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:23.791+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "040a7240-e59d-4438-85a3-691716f2297b", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.25, "x": 0.09, "y": 0.745 }, "kind": "title", "text": "/ STRONG SELL OPINION /", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:23.791+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5e2148a3-c712-4826-9401-046cddd7d89d", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.25, "x": 0.09, "y": 0.7 }, "kind": "title", "text": "POORLY ENGINEERED FINANCIALS", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:23.791+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b7c03ddb-a888-403e-b8a3-292f9231284d", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "thumbSrc": "https://imgproxy.kitesheet.com/r_SCLf35KNGPJDVcvHW9M6CwKH6y5h1vJEcCfgWgFNA/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy81NWY0YzE1MmNmZTAvcDAwMS5wbmc", "imagePathAlt": "https://imgproxy.kitesheet.com/ltPMy7nNXl3hJnqgMAuwaVdLBTHuIJaegfuuevKqMfk/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy81NWY0YzE1MmNmZTAvcDAwMS5qcGc", "thumbSrcAlt": "https://imgproxy.kitesheet.com/rBk1vic4YPx3ey3kx_EjBOOK32RyXOTfoSPIwWJmfqY/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy81NWY0YzE1MmNmZTAvcDAwMS5qcGc" }, { "page": 2, "type": "setup", "function": "other", "rawType": "disclaimer", "block": null, "metadata": { "slideType": "disclaimer", "slideTypeCanon": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "019de52d-0801-727b-b98a-5ed095aeee78", "version": 1, "description": null }, "function": "other", "functionCanon": { "name": "Other (fallback)", "slug": "other", "status": "active", "canonId": "019de52d-15e1-75bc-99dc-07732380e2ce", "version": 1, "description": null }, "density": "sparse", "densityScore": 8, "componentCount": 3, "textChars": 195, "nDataPoints": 0, "notes": null, "elementsJson": [ "paragraph" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:23.55+00", "seconds": 2.349, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/2", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-2", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.75, "w": 0.9, "x": 0.05, "y": 0.17 }, "kind": "disclaimer", "text": "This research presentation expresses our research opinions. You should assume that as of the publication date... [full text of disclaimer]", "attrs": null, "canon": { "kind": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc", "version": 1, "description": "Legal/cautionary text that occupies most of the body of its slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:23.55+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1a054db2-644a-4d86-a345-e0e906fbf1a3", "parentComponentId": null }, { "bbox": { "h": 0.07, "w": 0.25, "x": 0.05, "y": 0.03 }, "kind": "image", "text": "Spruce Point Capital Management logo", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Logo", "slug": "logo", "status": "active", "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302", "version": 1, "description": null }, "framework": null }, "subkind": "logo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:23.55+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c571adb4-1b74-4a33-b1ab-f1ce5a9762f8", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.37, "x": 0.315, "y": 0.045 }, "kind": "title", "text": "Full Legal Disclaimer", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:23.55+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9461f8ac-06f5-4557-b0b2-9a254715b314", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 3, "type": "setup", "function": "front_matter", "rawType": "table_of_contents", "block": null, "metadata": { "slideType": "table_of_contents", "slideTypeCanon": { "name": "Table of contents", "slug": "table_of_contents", "status": "active", "canonId": "019de52d-0643-721b-9b85-69676bb85cf8", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 17, "componentCount": 2, "textChars": 438, "nDataPoints": 1, "notes": null, "elementsJson": [ "numbered_list" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:24.566+00", "seconds": 3.205, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/3", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-3", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.63, "w": 0.98, "x": 0.01, "y": 0.2 }, "kind": "list", "text": "1. Executive Summary\n2. WSP Has A Scandalous History And Troubling Leadership\n3. We Believe WSP Is Deflecting Growing Stress With Changes To Accounting and Financial Reporting\n4. New Whistleblower Allegations of Tax Evasion And A Look At WSP’s Normalized Free Cash Flow Indicates Large Overstatement\n5. We Have Little Faith In WSP’s Governance And Board Misalignment\n6. We See 25% – 50% Downside Risk To WSP’s Share Price", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Numbered list", "slug": "numbered", "status": "active", "canonId": "019de52c-fcc0-7718-a284-a4250c805df2", "version": 1, "description": null }, "framework": null }, "subkind": "numbered", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:24.566+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8b0b9bde-4d22-48a0-b982-151b2e766fcb", "parentComponentId": null }, { "bbox": { "h": 0.035, "w": 0.25, "x": 0.312, "y": 0.055 }, "kind": "title", "text": "Table of Contents", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:24.566+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "15f7e8b3-961d-4188-8898-c229373729ed", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 4, "type": "evidence", "title": "The slide uses a 'precedent_table' to establish credibility by showcasing past successful short campaigns.", "function": "cite_precedent", "rawType": "precedent_table", "block": null, "metadata": { "slideType": "precedent_table", "slideTypeCanon": { "name": "Precedent table", "slug": "precedent_table", "status": "active", "canonId": "019de52d-115e-757e-a38f-486981054171", "version": 1, "description": null }, "function": "cite_precedent", "functionCanon": { "name": "Cite precedent", "slug": "cite_precedent", "status": "active", "canonId": "019de52d-142b-714b-86d4-58aad7b568ec", "version": 1, "description": null }, "density": "balanced", "densityScore": 32, "componentCount": 5, "textChars": 487, "nDataPoints": 9, "notes": "The slide uses a 'precedent_table' to establish credibility by showcasing past successful short campaigns.", "elementsJson": [ "headline_text", "callout_box", "comparison_table", "footnote", "logo_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:23.997+00", "seconds": 2.461, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/4", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-4", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.05, "w": 0.96, "x": 0.02, "y": 0.16 }, "kind": "callout", "text": "Spruce Point has a track record of short calls with publicly traded companies in Montreal, Canada.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:23.997+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0b8ea7ef-8351-407b-9f70-dc3c595cca9c", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.96, "x": 0.02, "y": 0.95 }, "kind": "disclaimer", "text": "The recommendations shown above are not intended to be exhaustive or represent investment returns following Spruce Point's research campaigns. A full list of all recommendations made over the past twelve months can be found on our website.", "attrs": null, "canon": { "kind": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc", "version": 1, "description": "Legal/cautionary text that occupies most of the body of its slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:23.997+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "82bf7e2f-863c-455b-898c-a9e36dad3866", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Max Decline Post Report: -90%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:23+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32d-e75a9b68f0a8", "parentComponentId": null }, { "bbox": { "h": 0.72, "w": 0.96, "x": 0.02, "y": 0.22 }, "kind": "table", "text": "Comparison table of Lightspeed, Nuvei, and Saputo campaigns.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:23.997+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ecd54cf0-4871-480b-be7e-245a82089f0c", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.65, "x": 0.28, "y": 0.02 }, "kind": "title", "text": "Spruce Point Has A Track Record With Montreal-Based Companies", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:23.997+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1e198493-de94-4c15-ad93-c9448f78829d", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "a901ebdb-b4f8-45c4-b22a-5e0e431b4b55", "evidence": "Using past successful campaigns to build trust for current thesis.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:23.997+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 4, "frameworkName": "credibility-transfer" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 5, "type": "setup", "title": "Standard Spruce Point Capital Management branding.", "function": "front_matter", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 7, "componentCount": 3, "textChars": 154, "nDataPoints": 0, "notes": "Standard Spruce Point Capital Management branding.", "elementsJson": [ "other" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:23.502+00", "seconds": 1.775, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/5", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-5", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.02, "w": 0.54, "x": 0.45, "y": 0.96 }, "kind": "disclaimer", "text": "Proprietary and Confidential –May Not Be Distributed or Copied Without Spruce Point Capital Management, LLC Consent", "attrs": null, "canon": { "kind": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc", "version": 1, "description": "Legal/cautionary text that occupies most of the body of its slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:23.502+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "aec24deb-24c2-4f48-9e63-966349714ce6", "parentComponentId": null }, { "bbox": { "h": 0.388, "w": 0.203, "x": 0.073, "y": 0.306 }, "kind": "image", "text": "Spruce Point tree logo", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Logo", "slug": "logo", "status": "active", "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302", "version": 1, "description": null }, "framework": null }, "subkind": "logo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:23.502+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7961897c-844f-4013-9ecd-400ccdbf7693", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.25, "x": 0.375, "y": 0.46 }, "kind": "title", "text": "Executive Summary", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:23.502+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "27b0b119-eda1-4476-84d4-5fa71dbe342b", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "5d9d3b6b-cd70-4b92-b771-44273dd46e1c", "evidence": "Slide title is 'Executive Summary'", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 20:28:23.502+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 5, "frameworkName": "executive-summary" } ], "arcBeats": [ { "to": 5, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 5, "name": "Hook", "beatId": "eaf92bc8-3c39-4b81-8f66-43c6f7d5e425", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": { "name": "Hook", "slug": "hook", "status": "active", "canonId": "019dd9b8-01a6-7328-bff2-b22eb40b3ea5", "version": 1, "description": "The opener — a deliberate move to earn attention before any argument. Used by AIDA, Monroes, Pixar Pitch, Overcoming the Monster." }, "evidence": "The executive summary serves as a hook to grab the reader's attention", "position": 0, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 6, "type": "setup", "title": "The slide uses a red border to emphasize the 'Strong Sell' nature of the report.", "function": "summarize", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "dense", "densityScore": 56, "componentCount": 6, "textChars": 1090, "nDataPoints": 10, "notes": "The slide uses a red border to emphasize the 'Strong Sell' nature of the report.", "elementsJson": [ "headline_text", "paragraph", "numbered_list", "callout_box" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:25.064+00", "seconds": 3.28, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/6", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-6", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.08, "w": 0.98, "x": 0.01, "y": 0.91 }, "kind": "callout", "text": "WSP should overhaul its Audit Committee, which is stacked with a club of Montreal-based business executives and form an independent committee to evaluate Spruce Point’s findings.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:25.064+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8862011e-f906-4e64-b994-0822a25143f6", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.96, "x": 0.02, "y": 0.45 }, "kind": "list", "text": "1. WSP is challenged by high employee turnover... 2. WSP uses non-standard definitions... 3. Revenue reporting has become more opaque... 4. We estimate free cash flow conversion is ~38%... 5. WSP recorded an enormous provision account...", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Numbered list", "slug": "numbered", "status": "active", "canonId": "019de52c-fcc0-7718-a284-a4250c805df2", "version": 1, "description": null }, "framework": null }, "subkind": "numbered", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:25.064+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ebae2544-8ee0-40c5-946f-40ce75e4e698", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "downside risk: 25% - 50%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:24+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32e-35afe9730db1", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.96, "x": 0.02, "y": 0.16 }, "kind": "paragraph", "text": "After conducting a forensic financial and accounting review of WSP Global Inc. (TSX: WSP or “the Company”), a $27 billion roll-up acquiror of engineering service companies, Spruce Point has significant concerns about the accuracy of its accounting choices and financial reporting, durability of its growth prospects, and sustainability of its extreme valuation multiple.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:25.064+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "90389860-7967-4c42-b1cf-6b58ecb39aee", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.96, "x": 0.02, "y": 0.81 }, "kind": "paragraph", "text": "WSP trades at an industry premium multiple of 2.8x and 16x ‘24E revenue and Adj. EBITDA... We also believe the Company’s true leverage is understated and see 25% - 50% downside risk (C$110 - $165).", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:25.064+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c5da3ffd-007a-4e59-8f4a-32145c1a1b9c", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.7, "x": 0.28, "y": 0.02 }, "kind": "title", "text": "Spruce Point Issues \"Strong Sell\" Opinion On WSP Global With 25% - 50% Downside Risk", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:25.064+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8e6aec63-e34c-4f84-99b5-56abf00a9ebd", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "bfcb3199-2023-4294-a548-c331795f121a", "evidence": "The slide is titled 'WSP should overhaul its Audit Committee...' and contains a summary of findings.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 23:06:04.310555+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 6, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "2cd9be1f-39ef-411d-9788-878ba1dcbfd1", "evidence": "Detailed forensic accounting allegations and leadership integrity critique.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:25.064+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 6, "frameworkName": "fraud-exposure" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 7, "type": "analysis", "title": "The slide uses a sidebar-body layout common in activist investor presentations to categorize allegations.", "function": "diagnose_problem", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "diagnose_problem", "functionCanon": { "name": "Diagnose problem", "slug": "diagnose_problem", "status": "active", "canonId": "019de52d-176d-761f-b608-cf52262d2ab2", "version": 1, "description": null }, "density": "balanced", "densityScore": 42, "componentCount": 6, "textChars": 594, "nDataPoints": 6, "notes": "The slide uses a sidebar-body layout common in activist investor presentations to categorize allegations.", "elementsJson": [ "headline_text", "paragraph", "callout_box" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:24.396+00", "seconds": 2.59, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/7", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-7", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "A former employee in India is acting as a whistleblower and alleging tax evasion that allowed WSP to avoid tens of millions of dollars in required tax payments.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:24+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32e-23260b70eada", "parentComponentId": null }, { "bbox": { "h": 0.22, "w": 0.28, "x": 0.01, "y": 0.14 }, "kind": "list", "text": "WSP Shows Many Signs of Increased Financial Stress And Uses Dubious Metrics To Deflect Its Strain", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:24.396+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "04f05c14-dc7c-4aa8-a1d5-601f039b6faf", "parentComponentId": null }, { "bbox": { "h": 0.22, "w": 0.28, "x": 0.01, "y": 0.76 }, "kind": "list", "text": "Evidence of Weakening Financial and Accounting Quality And Accounting Manipulation", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:24.396+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "807f96a2-6f4a-4863-b39e-814a4bb6506f", "parentComponentId": null }, { "bbox": { "h": 0.22, "w": 0.28, "x": 0.01, "y": 0.45 }, "kind": "list", "text": "Cash Flow And Earnings Quality Concerns And Allegations of Tax Evasion", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:24.396+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b9e493b0-31a9-41fc-960f-ca11f2260fcb", "parentComponentId": null }, { "bbox": { "h": 0.82, "w": 0.65, "x": 0.32, "y": 0.14 }, "kind": "paragraph", "text": "WSP Global is an engineering and professional services firm... [detailed allegations regarding financial stress, cash flow, and accounting quality]", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:24.396+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e44576a1-82e6-42be-adbe-9f68e73fc69b", "parentComponentId": null }, { "bbox": { "h": 0.07, "w": 0.68, "x": 0.28, "y": 0.04 }, "kind": "title", "text": "Multiple Reasons To Be Negative On WSP", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:24.396+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1690afc9-5fd1-4126-b1be-b37df214e180", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "6f921563-8fd1-4ba9-94dc-ca7fae964323", "evidence": "The slide is titled 'Multiple Reasons To Be Negative On WSP' and contains a list of reasons.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 23:06:04.403035+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 7, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "51f5c3aa-0c6d-4d3f-9b89-39481f815621", "evidence": "The slide systematically lists financial irregularities and accounting manipulation allegations to build a short thesis.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:24.396+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 7, "frameworkName": "fraud-exposure" } ], "arcBeats": [ { "to": 8, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 7, "name": "Complication", "beatId": "ffcf3bbb-6e9d-4ec4-9121-29832907b188", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "evidence": "The document highlights multiple reasons to be negative on WSP", "position": 1, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 8, "type": "setup", "title": "The slide uses a sidebar-body layout common in activist investor presentations to summarize key thesis points.", "function": "summarize", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 41, "componentCount": 5, "textChars": 731, "nDataPoints": 14, "notes": "The slide uses a sidebar-body layout common in activist investor presentations to summarize key thesis points.", "elementsJson": [ "headline_text", "paragraph" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:24.876+00", "seconds": 2.786, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/8", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-8", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Valuing WSP's shares in-line with industry peers to reflect rising fundamental challenges and financial strains suggests 25%-50% downside risk (C$110 – C$165 per share).", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:24+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32e-622b1c2ef03f", "parentComponentId": null }, { "bbox": { "h": 0.78, "w": 0.25, "x": 0.02, "y": 0.16 }, "kind": "list", "text": "Key Revenue Disclosures Vanished; Goodwill Testing Signals Challenges Ahead; Investors Should Put Little Faith In The Board To Hold Management Accountable; WSP's Shares Offer A Poor Risk / Reward; We See 25-50% Downside Risk", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:24.876+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a3a9b819-391a-4440-96c4-049d5c989811", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "downside risk: 25% - 50%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:24+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32e-6720f57de12a", "parentComponentId": null }, { "bbox": { "h": 0.78, "w": 0.7, "x": 0.28, "y": 0.16 }, "kind": "paragraph", "text": "Spruce Point is alarmed that WSP's latest Annual Report removed quantitative disclosures... WSP also updated assumptions related to goodwill testing... Given all the concerns we've identified... WSP's shares are trading near all-time highs... WSP trades at premium multiple...", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:24.876+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "91e08188-9c46-4059-9cbf-98355c4c2255", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.65, "x": 0.31, "y": 0.04 }, "kind": "title", "text": "WSP Global Has 25% - 50% Downside Risk", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:24.876+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9504c5fd-5d58-4cf7-b7ee-6fc80175542c", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "34df5385-397a-4549-86cb-77163d9abd29", "evidence": "The slide is titled 'WSP Global Has 25% - 50% Downside Risk' and contains a summary of findings.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 23:06:04.486291+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 8, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 8, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 7, "name": "Complication", "beatId": "ffcf3bbb-6e9d-4ec4-9121-29832907b188", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "evidence": "The document highlights multiple reasons to be negative on WSP", "position": 1, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 9, "type": "tension", "title": "Uses a classic 'Company View vs. Activist View' table structure to highlight hypocrisy.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "balanced", "densityScore": 41, "componentCount": 5, "textChars": 872, "nDataPoints": 2, "notes": "Uses a classic 'Company View vs. Activist View' table structure to highlight hypocrisy.", "elementsJson": [ "headline_text", "callout_box", "comparison_table", "bullet_list", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:25.401+00", "seconds": 3.282, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/9", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-9", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "WSP positions itself as an industry leader in ESG and has attracted numerous shareholders aligned with ESG investing. WSP cites its “AA” MSCI rating (MSCI itself a hypocritical ESG company we previously profiled(1)). An AA rating denotes that WSP has no major controversies. Does a whistleblower claim alleging tax evasion count?", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:24+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32e-4a53b4c8f593", "parentComponentId": null }, { "bbox": { "h": 0.09, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "WSP positions itself as an industry leader in ESG and has attracted numerous shareholders aligned with ESG investing. WSP cites its “AA” MSCI rating (MSCI itself a hypocritical ESG company we previously profiled(1)). An AA rating denotes that WSP has no major controversies. Does a whistleblower claim alleging tax evasion count?", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:25.401+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2ff5587f-b0a3-4ee7-8f5d-fa56b3296d65", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.38, "x": 0.02, "y": 0.97 }, "kind": "source-note", "text": "Sources: Spruce Point MSCI Report, WSP Investor Presentation", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:25.401+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3ca617aa-93d1-4ed0-ad4a-133a052c6588", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.96, "x": 0.02, "y": 0.28 }, "kind": "table", "text": "Environmental, Social, Governance columns with WSP View and Spruce Point View rows.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:25.401+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c94ce158-7887-49a9-8fe7-3fb9cb2b5bbf", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.65, "x": 0.31, "y": 0.03 }, "kind": "title", "text": "Spruce Point Believes WSP Ranks Poorly As An ESG Investment Opportunity", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:25.401+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6fa848ca-de8d-42ec-a1a2-92a76fd67e15", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "bb1b0658-5a5b-4e21-8453-e9e15cfc29ac", "evidence": "Contrasts company claims with activist findings in a table format.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:25.401+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 9, "frameworkName": "expose_contradiction" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 10, "type": "setup", "title": "This is a section divider slide from an activist investor deck.", "function": "transition", "rawType": "section_divider", "block": null, "metadata": { "slideType": "section_divider", "slideTypeCanon": { "name": "Section divider", "slug": "section_divider", "status": "active", "canonId": "019de52d-066a-7402-9554-6ae504999041", "version": 1, "description": null }, "function": "transition", "functionCanon": { "name": "Transition", "slug": "transition", "status": "active", "canonId": "019de52d-1365-7149-92aa-66df859e75fd", "version": 1, "description": null }, "density": "sparse", "densityScore": 9, "componentCount": 3, "textChars": 216, "nDataPoints": 0, "notes": "This is a section divider slide from an activist investor deck.", "elementsJson": [ "headline_text", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:24.905+00", "seconds": 2.65, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/10", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-10", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.03, "w": 0.5, "x": 0.45, "y": 0.95 }, "kind": "disclaimer", "text": "Proprietary and Confidential –May Not Be Distributed or Copied Without Spruce Point Capital Management, LLC Consent", "attrs": null, "canon": { "kind": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc", "version": 1, "description": "Legal/cautionary text that occupies most of the body of its slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:24.905+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "da800821-014a-4864-9362-d14ab115bf3b", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.2, "x": 0.07, "y": 0.3 }, "kind": "image", "text": "Spruce Point Capital Management logo (pine tree)", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:24.905+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "42a8e927-d2b4-43d1-ae18-c1fe77d9ee73", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.6, "x": 0.35, "y": 0.4 }, "kind": "title", "text": "WSP Has A Scandalous History And Troubling Leadership", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:24.905+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9dfe02c4-4b1a-459b-9fa0-135c372762e6", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 11, "type": "tension", "title": "The slide uses a timeline-style table to frame the company's history as a series of negative events and instability.", "function": "expose_contradiction", "rawType": "precedent_table", "block": null, "metadata": { "slideType": "precedent_table", "slideTypeCanon": { "name": "Precedent table", "slug": "precedent_table", "status": "active", "canonId": "019de52d-115e-757e-a38f-486981054171", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "sparse", "densityScore": 22, "componentCount": 4, "textChars": 438, "nDataPoints": 1, "notes": "The slide uses a timeline-style table to frame the company's history as a series of negative events and instability.", "elementsJson": [ "headline_text", "paragraph", "data_table" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:25.93+00", "seconds": 3.12, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/11", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-11", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "By April 2013, Genivar changed its name to WSP Global Inc. to distance itself from a corruption scandal.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:25+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32e-8276683ab0da", "parentComponentId": null }, { "bbox": { "h": 0.075, "w": 0.95, "x": 0.025, "y": 0.175 }, "kind": "paragraph", "text": "WSP as it exists today was formed when Canada's Genivar Inc. (TSX: GNV) acquired WSP Group plc based in the U.K. in 2012. By April 2013, Genivar changed its name to WSP Global Inc. to distance itself from a corruption scandal.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:25.93+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "27075b05-425f-4e0b-b585-70b550d1fe1d", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.89, "x": 0.055, "y": 0.275 }, "kind": "table", "text": "Chronological list of dates and events highlighting scandals and executive departures.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:25.93+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4c2d6be9-7b70-4890-a03e-cfe370a036e7", "parentComponentId": null }, { "bbox": { "h": 0.055, "w": 0.365, "x": 0.318, "y": 0.045 }, "kind": "title", "text": "WSP's Troubled History", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:25.93+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2e108e95-4d98-4295-b1f5-d34f57de58a9", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "7c9674aa-8f5c-43ba-aeda-ee47abe1376a", "evidence": "The slide explicitly links corporate name changes to corruption scandals and lists subsequent legal fines and executive turnover.", "framework": null, "confidence": 0.95, "extraction": { "at": "2026-05-02 20:28:25.93+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 11, "frameworkName": "fraud-exposure" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 12, "type": "tension", "title": "Includes a screenshot of a legal judgment document and a summary of the disciplinary council's findings.", "function": "name_villain", "rawType": "villain_critique", "block": null, "metadata": { "slideType": "villain_critique", "slideTypeCanon": { "name": "Villain critique", "slug": "villain_critique", "status": "active", "canonId": "019de52d-10bc-7136-bf20-09de59d17447", "version": 1, "description": null }, "function": "name_villain", "functionCanon": { "name": "Name villain", "slug": "name_villain", "status": "active", "canonId": "019de52d-1746-70d6-bc58-5eeaf5865526", "version": 1, "description": null }, "density": "balanced", "densityScore": 41, "componentCount": 6, "textChars": 642, "nDataPoints": 1, "notes": "Includes a screenshot of a legal judgment document and a summary of the disciplinary council's findings.", "elementsJson": [ "headline_text", "paragraph", "callout_box", "screenshot" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:38.479+00", "seconds": 15.394, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/12", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-12", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.06, "w": 0.96, "x": 0.02, "y": 0.28 }, "kind": "callout", "text": "We believe investors should be highly suspicious of the timing of his retirement considering our report's findings.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:38.479+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "090a66af-edda-46f9-9557-712c424203fc", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.45, "x": 0.53, "y": 0.37 }, "kind": "image", "text": "Judgement Against Shoiry document snippet", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Screenshot", "slug": "screenshot", "status": "active", "canonId": "019de52c-fd87-7509-8391-3d79fb339379", "version": 1, "description": null }, "framework": null }, "subkind": "screenshot", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:38.479+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4f347648-2667-4b5f-9644-001ea4fd593a", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.48, "x": 0.02, "y": 0.42 }, "kind": "list", "text": "Press Release From Disciplinary Council details regarding the $75,000 fine and professional misconduct.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:38.479+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c0434a68-92e7-46dc-8ad0-139511a74585", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "Pierre Shoiry is WSP's Vice Chairman and was the President and CEO from 1995 to 2016. Mr. Shoiry was blasted by the Disciplinary Council of Quebec Engineers and was fined for acts derogatory to the honor of the engineering profession.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:38.479+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8521b540-5126-4d44-9520-1ec6113659dc", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.6, "x": 0.02, "y": 0.94 }, "kind": "source-note", "text": "Source: Press Release, The Disciplinary Council of the Ordre des ingénieurs du Québec; SOQUIJ", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:38.479+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bff03bf5-a645-430d-9275-0b2185405aff", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.65, "x": 0.31, "y": 0.02 }, "kind": "title", "text": "WSP's Vice Chairman And Former CEO Has A Dishonored Past", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:38.479+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e4459c26-e2e5-440a-b7a6-0e99e733d782", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "fce47415-810e-4297-bf34-204774824dd1", "evidence": "The slide explicitly frames the executive as a 'dishonored' figure to undermine investor confidence.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:38.479+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 12, "frameworkName": "antagonist-introduction" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 }, { "to": 12, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 12, "name": "Villain Critique", "beatId": "ca3e213c-c6ad-40ec-85b2-e400334067ea", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document critiques WSP's Vice Chairman and former CEO", "position": 3, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 13, "type": "tension", "title": "Uses a visual 'before and after' comparison of a biography to show the removal of a specific role.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "balanced", "densityScore": 42, "componentCount": 6, "textChars": 644, "nDataPoints": 3, "notes": "Uses a visual 'before and after' comparison of a biography to show the removal of a specific role.", "elementsJson": [ "headline_text", "callout_box", "screenshot", "headshot" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:27.177+00", "seconds": 3.803, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/13", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-13", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.21, "w": 0.98, "x": 0.01, "y": 0.18 }, "kind": "callout", "text": "Christopher Cole is WSP's Board Chairman and member of the Governance, Ethics, and Compensation Committee. Mr. Cole was Non-Executive Chairman of Redcentric plc (LSE/AIM: RCN) from 2014 – 2019 during a period which it had a major accounting scandal...", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.177+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0a35a296-f0d3-4b1e-8f54-31faf1212e59", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "Chairman Cole has since scrubbed his biography of this role at Redcentric while leaving other former Board roles on his biography.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:26+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32f-70a6ce6b2de1", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.48, "x": 0.02, "y": 0.4 }, "kind": "image", "text": "Cole's Biography In 2020", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Screenshot", "slug": "screenshot", "status": "active", "canonId": "019de52c-fd87-7509-8391-3d79fb339379", "version": 1, "description": null }, "framework": null }, "subkind": "screenshot", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.177+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5cbc1fc5-6496-49b6-b599-d4a15ddf57ff", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.48, "x": 0.51, "y": 0.4 }, "kind": "image", "text": "Cole's Biography Today", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Screenshot", "slug": "screenshot", "status": "active", "canonId": "019de52c-fd87-7509-8391-3d79fb339379", "version": 1, "description": null }, "framework": null }, "subkind": "screenshot", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.177+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b6f66774-ac63-48f0-9e25-2489df95b82f", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.48, "x": 0.02, "y": 0.93 }, "kind": "source-note", "text": "Sources: FCA finds former executives guilty of misleading investors, Feb 11, 2022; Cole's current and former biography; PwC fined over Redcentric audit", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.177+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "14c7f73b-f0da-4b30-9980-96ac6d28b4f0", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.65, "x": 0.31, "y": 0.02 }, "kind": "title", "text": "WSP's Chairman Is Associated With A Major Accounting Fraud Scandal", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.177+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "891c7221-e877-498a-8527-6643101aeb1c", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "798da85b-87fc-40d7-9a23-cd65c808989e", "evidence": "Compares 2020 biography to current biography to show removal of Redcentric role.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 20:28:27.177+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 13, "frameworkName": "before-after-framing" }, { "matchId": "2fb2f3d7-3593-4ca1-8652-00a0f31125fb", "evidence": "Explicitly links board member to a known accounting fraud scandal.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 20:28:27.177+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 13, "frameworkName": "fraud-exposure" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 14, "type": "tension", "title": "Spruce Point Capital Management branding (pine tree logo).", "function": "frame_problem", "rawType": "thesis_headline", "block": null, "metadata": { "slideType": "thesis_headline", "slideTypeCanon": { "name": "Thesis headline", "slug": "thesis_headline", "status": "active", "canonId": "019de52d-073a-70cb-b9f6-772a597bb5af", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "sparse", "densityScore": 14, "componentCount": 4, "textChars": 303, "nDataPoints": 0, "notes": "Spruce Point Capital Management branding (pine tree logo).", "elementsJson": [ "headline_text" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:26.021+00", "seconds": 2.281, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/14", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-14", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "We Believe WSP Is Deflecting Growing Stress With Changes To Accounting And Financial Reporting", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:25+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32e-754614a1583b", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.5, "x": 0.45, "y": 0.96 }, "kind": "disclaimer", "text": "Proprietary and Confidential –May Not Be Distributed or Copied Without Spruce Point Capital Management, LLC Consent", "attrs": null, "canon": { "kind": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc", "version": 1, "description": "Legal/cautionary text that occupies most of the body of its slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:26.021+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3a3a2f30-4905-42c6-a03d-0ab72d332d14", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.2, "x": 0.07, "y": 0.3 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:26.021+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e7107a21-5a61-4ad5-a336-99ecf6520bf4", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.6, "x": 0.35, "y": 0.41 }, "kind": "title", "text": "We Believe WSP Is Deflecting Growing Stress With Changes To Accounting And Financial Reporting", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:26.021+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "054f4706-f912-405a-8c1e-e72500c8638b", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 }, { "to": 14, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 14, "name": "Thesis Headline", "beatId": "0711b93e-4caa-4c47-ae20-f31cc4e5d997", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document presents a clear thesis on WSP's downside risk", "position": 4, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 15, "type": "tension", "title": "Uses peer benchmarking to cast doubt on WSP's financial performance.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 80, "componentCount": 8, "textChars": 1461, "nDataPoints": 25, "notes": "Uses peer benchmarking to cast doubt on WSP's financial performance.", "elementsJson": [ "headline_text", "paragraph", "bar_chart_vertical", "bar_chart_vertical" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:27.561+00", "seconds": 3.779, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/15", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-15", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.23, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "callout", "text": "Spruce Point will show why we believe that WSP is not the well-oiled company in its industry with superior EBITDA margins and precise forecasting ability to consistently meet targets. In contrast, Spruce Point will illustrate that WSP uses a mixture of accounting and financial tactics to embellish results. While frequently meeting revenue and Adj. EBITDA targets, WSP consistently misses net capex projections. Spruce Point finds that companies claiming superior margins that poorly plan and execute against capex projections have underlying problems or poor visibility, which ultimately lead to earnings disappointment. Our research has exposed many notable examples such as Caesarstone (CSTE), A.O. Smith (AOS) and Gentex (GNTX). Following our reports on each Company, CSTE's CEO and CFO resigned, AOS terminated its China executive, and Gentex was charged by the SEC for EPS accounting violations.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.561+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e8616792-e64a-4f1f-aaf8-cc174ebff115", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "Spruce Point finds that companies claiming superior margins that poorly plan and execute against capex projections have underlying problems or poor visibility, which ultimately lead to earnings disappointment.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:25+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32e-9750cdac5844", "parentComponentId": null }, { "bbox": { "h": 0.52, "w": 0.46, "x": 0.52, "y": 0.42 }, "kind": "chart", "text": "Just Like Caesarstone's EBITDA Margins Were Superior To Every Building Product Company....", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Vertical bar chart", "slug": "bar-vertical", "status": "active", "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917", "version": 1, "description": null }, "framework": null }, "subkind": "bar-vertical", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.561+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dc795352-7519-4478-af3f-8c7b0b35925f", "parentComponentId": null }, { "bbox": { "h": 0.52, "w": 0.48, "x": 0.02, "y": 0.42 }, "kind": "chart", "text": "WSP's Adj. EBITDA Margins Are Globally Superior To Engineering and Construction Peers...", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Vertical bar chart", "slug": "bar-vertical", "status": "active", "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917", "version": 1, "description": null }, "framework": null }, "subkind": "bar-vertical", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.561+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f89bd0c4-d9c5-4aa8-a589-df4d071b7c30", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "LTM EBITDA Margins: 17.6%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:25+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32e-9a2c22bc2ccd", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.25, "x": 0.02, "y": 0.96 }, "kind": "source-note", "text": "Source: Bloomberg and company reports", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.561+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "16f135de-53e7-4107-9be8-607498bd633e", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.25, "x": 0.54, "y": 0.96 }, "kind": "source-note", "text": "Source: Spruce Point report on CSTE, 2014", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.561+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cbebb6f6-8026-448c-8694-e7ed592d168c", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.65, "x": 0.31, "y": 0.02 }, "kind": "title", "text": "Leading Adj. EBITDA Margins And Abnormal Capex Patterns Are A Bad Mix", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.561+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f9eb808f-3975-4d07-89ca-c2daa4500164", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "d69a3ddd-6f99-4594-a378-92de7bcdba27", "evidence": "Frames WSP as a company with suspicious accounting practices similar to past targets.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 20:28:27.561+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 15, "frameworkName": "antagonist-introduction" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 16, "type": "tension", "title": "The slide uses red underlining to highlight specific criticisms within the quotes.", "function": "name_villain", "rawType": "villain_critique", "block": null, "metadata": { "slideType": "villain_critique", "slideTypeCanon": { "name": "Villain critique", "slug": "villain_critique", "status": "active", "canonId": "019de52d-10bc-7136-bf20-09de59d17447", "version": 1, "description": null }, "function": "name_villain", "functionCanon": { "name": "Name villain", "slug": "name_villain", "status": "active", "canonId": "019de52d-1746-70d6-bc58-5eeaf5865526", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 79, "componentCount": 9, "textChars": 1768, "nDataPoints": 0, "notes": "The slide uses red underlining to highlight specific criticisms within the quotes.", "elementsJson": [ "headline_text", "bullet_list", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:28.074+00", "seconds": 3.942, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/16", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-16", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.03, "w": 0.75, "x": 0.15, "y": 0.66 }, "kind": "list", "text": "Cons: too many acquisitions, poor integration communication and pay for legacy staff", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.074+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "01d25de1-8d13-476b-98a1-941351e04cb3", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.75, "x": 0.15, "y": 0.48 }, "kind": "list", "text": "Cons: Classic big corporation that puts profits above employees and clients. WSP has recently acquired more businesses than it can handle. Employees are not given sufficient tools to do their jobs, and clients end up paying more for less. There is no transparency from corporate leaders. Career development planning is a joke. when the only way to get promoted is to get an offer elsewhere, encouraging people to look and ultimately leave the company.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.074+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2ca8565c-8b38-4081-ab11-1f29cf85ea33", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.75, "x": 0.15, "y": 0.43 }, "kind": "list", "text": "Cons: Not a great place since being merged into WSP. Leaving due to high burecracy and low career development.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.074+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5925d469-0190-46bf-877e-e7ff0fa1b050", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.75, "x": 0.15, "y": 0.34 }, "kind": "list", "text": "Cons: A lot of M&A activity so each year or more there is a new firm being integrated. Each time this happens a large number seem to then leave so ethos of the acquired firm not retained and turnover levels can be quite high.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.074+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "78f3d6a9-c996-4622-b2ef-706322f429b3", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.75, "x": 0.15, "y": 0.61 }, "kind": "list", "text": "Cons: Multiple acquisitions so struggling to integrate different approaches into a coherent offering", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.074+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "872b61d9-852f-4be8-af27-63d9f946a784", "parentComponentId": null }, { "bbox": { "h": 0.09, "w": 0.75, "x": 0.15, "y": 0.71 }, "kind": "list", "text": "Cons: Frequently acquiring companies before other company integrations are complete. Results in frequent re-orgs and an org structure that had too many vertical tiers. Hyper-focus on utilization (more than other, similar firms) which creates a lot of internal anxiety. Quick trigger to layoff good people", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.074+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9be5c810-6eac-417a-b63a-9593750e0543", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.75, "x": 0.15, "y": 0.21 }, "kind": "paragraph", "text": "Advice to Management: WSP's growth model is incompatible with employee engagement and retention. The company does not have true vision or inspirational leadership. Reliance on increasingly small pool of quality people to float the giant ship. You don't understand your markets before you swallow companies that do, and the work world is changing.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.074+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b06a0a68-cfcb-4c06-b993-dac94ed321c2", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.4, "x": 0.02, "y": 0.97 }, "kind": "source-note", "text": "Source: Glassdoor 1, 2, 3, 4, 5, 6, 7 – redline Spruce Point emphasis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.074+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c23861a4-8645-48d9-9a08-d235c0516682", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.63, "x": 0.34, "y": 0.03 }, "kind": "title", "text": "WSP Is A Roll-Up And Receives Frequent Negative Reviews About Its M&A Practices", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.074+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "00e050b3-b965-47be-baca-548c7217da58", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 17, "type": "setup", "title": "The slide uses a table to show the decline in net earnings margin from 16.9% in 2021 to 6.3% in 2023.", "function": "preempt_rebuttal", "rawType": "preempt_rebuttal", "block": null, "metadata": { "slideType": "preempt_rebuttal", "slideTypeCanon": { "name": "Preempt rebuttal", "slug": "preempt_rebuttal", "status": "active", "canonId": "019de52d-1225-7368-af32-6381fddabdb3", "version": 1, "description": null }, "function": "preempt_rebuttal", "functionCanon": { "name": "Preempt rebuttal", "slug": "preempt_rebuttal", "status": "active", "canonId": "019de52d-18ab-7479-9a7e-820a2f03586a", "version": 1, "description": null }, "density": "dense", "densityScore": 64, "componentCount": 8, "textChars": 763, "nDataPoints": 6, "notes": "The slide uses a table to show the decline in net earnings margin from 16.9% in 2021 to 6.3% in 2023.", "elementsJson": [ "headline_text", "callout_box", "data_table", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:26.683+00", "seconds": 2.549, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/17", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-17", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.05, "w": 0.16, "x": 0.79, "y": 0.82 }, "kind": "callout", "text": "Declining Margin", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:26.683+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f790b475-ccd5-4b59-b93e-ced94fe6e689", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "The biggest challenge that our clients and the industry face headed into 2024 is finding and keeping good talent.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:25+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32e-b06a9294055d", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Net Earnings % margin: 6.3%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:25+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32e-bbc1f999fc1a", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.96, "x": 0.03, "y": 0.17 }, "kind": "paragraph", "text": "Spruce Point finds evidence to suggest that WSP is having more difficulty finding accretive acquisition targets to grow. Net earnings margin of acquired tuck-in acquisitions has declined in the past three years.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:26.683+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "103d201f-a63d-4df6-8788-37d2b8046f6a", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "The biggest challenge that our clients and the industry face headed into 2024 is finding and keeping good talent. — Industry trade magazine", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:25+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32e-b6c7ba79e409", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.5, "x": 0.03, "y": 0.92 }, "kind": "source-note", "text": "Source: WSP Annual Reports and Spruce Point analysis. 1) “Nine engineering firms leading in firm acquisition”, CSEMag.com, Jan 2024", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:26.683+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5ec195a2-38c5-464f-b612-fb29d42aa77d", "parentComponentId": null }, { "bbox": { "h": 0.48, "w": 0.96, "x": 0.03, "y": 0.39 }, "kind": "table", "text": "WSP's Smaller \"Tuck-In\" Acquisitions table showing deals, revenue, and margins by year.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:26.683+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4a9e35f4-d474-42a4-bc67-4498e4709f8a", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.65, "x": 0.32, "y": 0.04 }, "kind": "title", "text": "Growth By Tuck-In Acquisition Is Harder", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:26.683+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e7bea2a4-9be4-463c-a93b-583dbdec467a", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 18, "type": "tension", "title": "Uses a specific calculation (A/E) to challenge the CEO's narrative of 'disciplined' acquisition growth.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 77, "componentCount": 8, "textChars": 1438, "nDataPoints": 5, "notes": "Uses a specific calculation (A/E) to challenge the CEO's narrative of 'disciplined' acquisition growth.", "elementsJson": [ "headline_text", "paragraph", "kpi_table", "quote_block", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:30.842+00", "seconds": 6.528, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/18", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-18", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "A ratio below 100% does not signal strength and we do not believe investors should buy into the praise showered on WSP's M&A discipline by the CEO.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:25+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32f-163002351dd0", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Net Order Intake / Revenue: 91%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:25+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32f-1d6362bcdae3", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "WSP does not frequently provide revenue acquired from individual acquisitions which makes it difficult to completely assess the performance of the acquired businesses. However, there are clues that recent acquisitions have not been stellar.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:30.842+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bfd62f1e-7bc3-4949-a569-93db4a3126c9", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.3, "x": 0.68, "y": 0.37 }, "kind": "quote", "text": "Let's now review our recent acquisitions. First off, let me say that I'm particularly pleased with the progress we have made in 2022 in becoming the undisputed leader of our industry. We have continued to be active and disciplined...", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": null, "subkind": { "name": "Testimonial", "slug": "testimonial", "status": "active", "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8", "version": 1, "description": null }, "framework": null }, "subkind": "testimonial", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:30.842+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0bc53100-d73e-4b36-8822-f2248c68123c", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "Let's now review our recent acquisitions. First off, let me say that I'm particularly pleased with the progress we have made in 2022 in becoming the undisputed leader of our industry. We have continued to be active and disciplined on the acquisition front and completed 6 transactions, adding key expertise in high growth sectors such as environment and water, while expanding our offering to clients in the government space amongst others — CEO Year End 2022 Call", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:25+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32f-19308c74b838", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.96, "x": 0.02, "y": 0.88 }, "kind": "source-note", "text": "1) See backlog discussion 8.2 in 2022 Annual Report. 2) Disclosed 2022E US$1,300M of gross revenue... 3) Disclosed in the August 10, 2022 prospectus... 4) Immaterial acquisitions that WSP spent ~$42m to acquire in 2022.", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:30.842+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "abef6d42-39b7-4081-98fb-f57dbacf0dc9", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.65, "x": 0.02, "y": 0.37 }, "kind": "table", "text": "2022 Estimated Acquired Net Order Intake To Run-Rate Revenue (C$ mm)", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:30.842+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4f2caa5a-cf73-402a-a20e-a692934f28cf", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.65, "x": 0.31, "y": 0.04 }, "kind": "title", "text": "2022 Recent Deal Activity Looks Weak", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:30.842+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "879b7e03-630b-487a-8760-867776e9a3a1", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "be30909f-4998-4427-8765-cbee61c88465", "evidence": "Contrasts CEO's claim of 'disciplined' M&A with a calculated 91% efficiency ratio.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 20:28:30.842+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 18, "frameworkName": "ceo-quote-contradiction" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 19, "type": "tension", "title": "Uses a 'Read The Fine Print' callout to highlight the discrepancy found in the Management Information Circular.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 88, "componentCount": 9, "textChars": 2110, "nDataPoints": 12, "notes": "Uses a 'Read The Fine Print' callout to highlight the discrepancy found in the Management Information Circular.", "elementsJson": [ "headline_text", "paragraph", "data_table", "callout_box", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:28.469+00", "seconds": 4.002, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/19", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-19", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.25, "w": 0.28, "x": 0.7, "y": 0.66 }, "kind": "callout", "text": "Read The Fine Print! The footnote reveals that 2022 acquisitions added $58.2 million of Adj. EBITDA (implying 11.2% margin) vs. 17.1% consolidated.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.469+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b74df9da-fda2-4cfc-8e03-8a8e8c391f65", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "The footnote reveals that 2022 acquisitions added $58.2 million of Adj. EBITDA (implying 11.2% margin) vs. 17.1% consolidated.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:26+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32f-e16b83ea0bd5", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Adj. EBITDA margin: 11.2%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:26+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32f-e9123aff0716", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.96, "x": 0.02, "y": 0.16 }, "kind": "paragraph", "text": "Spruce Point cautions that WSP has made inconsistent statements regarding the margin profile of acquired companies. When asked about the profile of recent acquisitions, the CEO said they were of similar profile. However, buried in the footnotes of the Management Information Circular, WSP reports that 2022 acquisitions contributed $58.2 million of Adj. EBITDA. Based on acquisition net revenue of $516.7 million we estimate contributed Adj. EBITDA margin of 11.2% which is significantly below WSP's consolidated Adj. EBITDA margin of 17.1%. The CEO should clarify what exactly he means when he says similar margins.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.469+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9ed07665-c84b-45f4-b8dc-4674374b9a66", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.88, "x": 0.11, "y": 0.32 }, "kind": "quote", "text": "The acquisitions that you've done since the beginning of the strategic cycle, are they similar margins? Or are they margin accretive to your mix?", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": null, "subkind": { "name": "Testimonial", "slug": "testimonial", "status": "active", "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8", "version": 1, "description": null }, "framework": null }, "subkind": "testimonial", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.469+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0990b56c-1081-48a0-b606-48455239cf4d", "parentComponentId": null }, { "bbox": { "h": 0.14, "w": 0.88, "x": 0.11, "y": 0.4 }, "kind": "quote", "text": "Similar margin profile. But the cost synergies... the performance of the companies that we've acquired, is also up to par, if not a bit better than what we were anticipating in the first place...", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": null, "subkind": { "name": "Testimonial", "slug": "testimonial", "status": "active", "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8", "version": 1, "description": null }, "framework": null }, "subkind": "testimonial", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.469+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b57585f3-2c63-492b-8c02-02ef37c3146d", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "The acquisitions that you've done since the beginning of the strategic cycle, are they similar margins? Or are they margin accretive to your mix? — Canaccord Analyst Q2 2023. Similar margin profile. But the cost synergies and something I perhaps should have mentioned in our -- in my remark, but the cost synergies that we are able to generate is going very, very well as well. So I think we are seeing, in all fairness, a bit more cost synergies than we were anticipating during due diligence, number one. And then the performance of the companies that we've acquired, is also up to par, if not a bit better than what we were anticipating in the first place, actually very consistent with our legacy business — CEO L'Heureux.", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:26+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32f-e7783d36f7f7", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.65, "x": 0.02, "y": 0.56 }, "kind": "table", "text": "2022 STIP PERFORMANCE - FINANCIAL MEASURES, RESULTS AND RELATED PAYOUT", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.469+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "863ed2d8-93d5-4285-9d0f-1b60d5168194", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.65, "x": 0.32, "y": 0.02 }, "kind": "title", "text": "Recent 2022 Acquisitions Have Much Lower Adj. EBITDA Margins", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.469+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3b6f8f46-4d51-4e49-a9cf-c5380c0b4cbe", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "dd5719c4-d5a3-4bbd-95ba-baef2737294e", "evidence": "Contrasts CEO statement with financial data", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 20:28:28.469+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 19, "frameworkName": "ceo-quote-contradiction" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 20, "type": "tension", "title": "Uses a direct quote from an earnings call to contradict management's narrative.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 82, "componentCount": 9, "textChars": 1454, "nDataPoints": 3, "notes": "Uses a direct quote from an earnings call to contradict management's narrative.", "elementsJson": [ "headline_text", "callout_box", "data_table", "comparison_table", "footnote", "quote_block" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:27.555+00", "seconds": 3.044, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/20", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-20", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.08, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "callout", "text": "Spruce Point estimates that WSP's 2023 net order intake relative to acquired run-rate revenues looks even weaker at 83% vs. 91% for the deals acquired in 2022. The CEO recently commented that the acquisition pipeline is not weak. However, the next slide will detail our concerns with recent 2024 acquisitions.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.555+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4f392d27-3581-4ea7-a5bf-750da1c3e92b", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "Spruce Point estimates that WSP's 2023 net order intake relative to acquired run-rate revenues looks even weaker at 83% vs. 91% for the deals acquired in 2022.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:25+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32e-e699e7e4f4ac", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Net Order Intake / Revenue: 83%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:25+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32e-ec436bab1705", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.45, "x": 0.02, "y": 0.86 }, "kind": "paragraph", "text": "1) See backlog discussion 8.2 in 2023 Annual Report. We sum the net order intake across all regions except the divested Americas because the acquisitions were all international\n2) WSP disclosed $290m of acquired revenue for 2023 with the deals completed in H1 2023. We conservatively double the revenue contribution to estimate full year contribution.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.555+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cb56ac36-f671-4526-974f-754e8ff594e7", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "\"My question is just on your M&A pipeline. You had a very busy first half in '23, but it seems like the pace of M&A has slowed and maybe just talk through that. I know it's lumpy, but is there a lack of appropriate targets out there, factor valuation? Just maybe some thoughts there.\" — CIBC Analyst; \"No, no, absolutely not. I think it's not about the weak pipeline or the weak backlog of potential acquisitions.\" — CEO L'Heureux", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:25+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32e-ea1256e117c3", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.52, "y": 0.86 }, "kind": "source-note", "text": "Source: Year End 2023 Earnings Call", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.555+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "78c71f27-53d3-42c3-9dd7-8fd2a5024ab1", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.45, "x": 0.04, "y": 0.31 }, "kind": "table", "text": "2023 Estimated Acquired Net Order Intake To Run-Rate Revenue (C$ mm)", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.555+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5fdebd2a-afe1-4b76-aae8-d0056ececcec", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.45, "x": 0.52, "y": 0.31 }, "kind": "table", "text": "M&A Questions On Year End 2023 Call", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.555+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "898605cc-9941-4e09-aa1e-003648e3be27", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.65, "x": 0.31, "y": 0.04 }, "kind": "title", "text": "2023 Deal Activity Looks Even Weaker", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.555+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d019f503-2c97-4587-9bb8-ff62da8c368c", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "08c20f28-b51a-4e89-8a7c-3e8655e351c4", "evidence": "Contrasts quantitative data with CEO statement", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 20:28:27.555+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 20, "frameworkName": "ceo-quote-contradiction" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 21, "type": "tension", "title": "The slide uses a mix of English and Finnish text within the financial table and descriptions.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "dense", "densityScore": 53, "componentCount": 7, "textChars": 590, "nDataPoints": 18, "notes": "The slide uses a mix of English and Finnish text within the financial table and descriptions.", "elementsJson": [ "headline_text", "paragraph", "data_table", "callout_box" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:28.036+00", "seconds": 3.504, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/21", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-21", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.12, "w": 0.18, "x": 0.78, "y": 0.565 }, "kind": "callout", "text": "Shrinking operating profits and margin well below WSP's margins", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.036+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4e1bc7f0-bf9a-4394-bb4c-7d11dc504b8e", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "operating margin: 4%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:25+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32e-d0fb522461a9", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.9, "x": 0.05, "y": 0.745 }, "kind": "paragraph", "text": "70% Revenue Concentration To The Finnish Transport Infra. Agency. Proxion Planin merkittävä asiakas...", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.036+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4e828e04-1af6-476a-9dfe-bc1831b1b98d", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.9, "x": 0.05, "y": 0.16 }, "kind": "paragraph", "text": "We are not impressed with WSP's recent acquisitions in 2024. On March 21st, WSP acquired Communica... On March 26th, WSP acquired Proxion Plan and Proxion Pro... More alarming, we find that operating profits have been declining.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.036+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f036c0bd-041d-4fc2-b81b-0c16fee43334", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.05, "y": 0.95 }, "kind": "source-note", "text": "Source: Finish corporate registry", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.036+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d85ea495-f403-4922-bbdf-cf0b118ce699", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.75, "x": 0.05, "y": 0.37 }, "kind": "table", "text": "Proxion Plan Financials (2020-2022) table showing revenue, operating profit, and margins.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.036+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c619da36-a7e5-41d3-a4df-1fdeee0a9f76", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.65, "x": 0.31, "y": 0.02 }, "kind": "title", "text": "2024 Acquisitions Also Look Weak With Declining Margins", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.036+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4db52238-22aa-48e5-8d1b-0a1fc145d179", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "04c90f43-41d1-46d0-b051-72d53a8924d5", "evidence": "Critiquing acquisition quality and financial health to undermine management credibility.", "framework": null, "confidence": 0.85, "extraction": { "at": "2026-05-02 20:28:28.036+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 21, "frameworkName": "fraud-exposure" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 22, "type": "tension", "title": "The slide uses a combination of qualitative sentiment analysis (Glassdoor) and quantitative workforce data to support the thesis.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 75, "componentCount": 8, "textChars": 1130, "nDataPoints": 15, "notes": "The slide uses a combination of qualitative sentiment analysis (Glassdoor) and quantitative workforce data to support the thesis.", "elementsJson": [ "headline_text", "callout_box", "data_table", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:28.092+00", "seconds": 3.425, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/22", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-22", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Spruce Point estimates that after a period of growth, WSP's organic employee headcount was flat to down in 2023.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:26+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32f-3540b8b79d92", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.75, "x": 0.15, "y": 0.31 }, "kind": "list", "text": "Top Review Highlights by Sentiment: Excerpts from user reviews, not authored by Glassdoor", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.092+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "33ec4dd3-7af4-406e-b663-0779a2575e9e", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Organic Hires: (25)", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:26+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32f-3f24246862c6", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.96, "x": 0.02, "y": 0.16 }, "kind": "paragraph", "text": "Spruce Point estimates that after a period of growth, WSP's organic employee headcount was flat to down in 2023. Recall that commentary on a previous slide indicated that the biggest industry challenge was finding and retaining human talent. Glassdoor reviews frequently reference WSP's low pay structure.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.092+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d596393e-97fd-4f56-9b0c-45c5a5c64fc6", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "\"Low salary compared to competitors and you have to jump through hoops to get any sort of rise.\" — Glassdoor Reviewer", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:26+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32f-3840d9ca2d66", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.7, "x": 0.02, "y": 0.96 }, "kind": "source-note", "text": "Source: WSP Annual Reports, Glassdoor (1) According to WSP's 2022 ESG Report, headcount peaked at 67,300 at April 1, 2023", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.092+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "46bd42b0-d8c2-4b58-a1f9-14b55dbbb866", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.96, "x": 0.02, "y": 0.56 }, "kind": "table", "text": "Analysis of WSP's Workforce: 2021, 2022, 2023 (1) | Beginning Employees: 47,000, 55,300, 66,200 | Additions: Acquired Companies: 7,670, 7,351, 1,725 | Additions: Organic Hires (Departures): 630, 3,549, (25) | Less: Louis Berger Divestiture: 0, 0, (1,400) | Ending Employees: 55,300, 66,200, 66,500", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.092+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1530f2b0-abe1-4bcc-9bb0-fe4806cfd696", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.65, "x": 0.31, "y": 0.02 }, "kind": "title", "text": "WSP Appears To Be Having Challenges Attracting And Retaining Employees", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.092+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cfc69d9f-9621-4333-bddc-4d243bbd3141", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 23, "type": "setup", "title": "The slide uses a red bar to highlight the subject company (WSP) against blue bars for peers.", "function": "compare_peers", "rawType": "peer_benchmark", "block": null, "metadata": { "slideType": "peer_benchmark", "slideTypeCanon": { "name": "Peer benchmark", "slug": "peer_benchmark", "status": "active", "canonId": "019de52d-08f0-7158-a78d-d7b5331fefaf", "version": 1, "description": null }, "function": "compare_peers", "functionCanon": { "name": "Compare peers", "slug": "compare_peers", "status": "active", "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630", "version": 1, "description": null }, "density": "dense", "densityScore": 63, "componentCount": 7, "textChars": 986, "nDataPoints": 7, "notes": "The slide uses a red bar to highlight the subject company (WSP) against blue bars for peers.", "elementsJson": [ "headline_text", "paragraph", "bar_chart_vertical", "data_table", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:30.707+00", "seconds": 5.963, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/23", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-23", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.11, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "callout", "text": "WSP leads its industry in at least one metric: the voluntary employee turnover rate. WSP is tied with AFRY at 16%. However, AFRY's workforce (and turnover) is highly concentrated in Sweden whereas WSP's workforce is much more global. A LinkedIn study in 2022 concluded that professional services such as engineering have a high turnover rate averaging 13.4% which is consistent with our analysis.(1) Therefore, we conclude that WSP's turnover rate is abnormally above average.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:30.707+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1ee895f4-2e3d-4be8-b9b7-1d5cf8ef5466", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "Therefore, we conclude that WSP's turnover rate is abnormally above average.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:26+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32f-52dd608c3e4e", "parentComponentId": null }, { "bbox": { "h": 0.52, "w": 0.58, "x": 0.22, "y": 0.32 }, "kind": "chart", "text": "2022 Voluntary Employee Turnover Rate", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Vertical bar chart", "slug": "bar-vertical", "status": "active", "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917", "version": 1, "description": null }, "framework": null }, "subkind": "bar-vertical", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:30.707+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "23de0096-00be-4fb8-90c1-a42707f484c6", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "voluntary employee turnover rate: 16%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:26+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32f-56d569e8077b", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.58, "x": 0.02, "y": 0.93 }, "kind": "source-note", "text": "Source: Company sustainability reports and other disclosures. Note: Geographic mix by revenues. 1) “Industries with the Highest (and Lowest) Turnover Rates”, LinkedIn, Aug 11, 2022 2) As disclosed on Q1 2022 Conference Call", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:30.707+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cc168cac-27cd-4f0b-baa0-43f1e835dde1", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.69, "x": 0.11, "y": 0.85 }, "kind": "table", "text": "Geographic mix table showing Americas vs Europe/Global percentages for each peer.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:30.707+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "65fdcfdd-08b2-4d4b-b033-1f5fe6ca3ed5", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.65, "x": 0.31, "y": 0.03 }, "kind": "title", "text": "WSP Is An Industry Leader In Voluntary Employee Turnover", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:30.707+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4e26b834-b4b6-48f2-9e80-67de74e8fa7b", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "e237d720-aa28-45eb-b5fa-8cd30255907c", "evidence": "Comparing WSP turnover against a peer group to establish relative performance.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:30.707+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 23, "frameworkName": "comparison-frame" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 24, "type": "setup", "title": "The slide uses a table to contrast WSP's performance against a peer group, with callouts emphasizing the low organic growth.", "function": "compare_peers", "rawType": "peer_benchmark", "block": null, "metadata": { "slideType": "peer_benchmark", "slideTypeCanon": { "name": "Peer benchmark", "slug": "peer_benchmark", "status": "active", "canonId": "019de52d-08f0-7158-a78d-d7b5331fefaf", "version": 1, "description": null }, "function": "compare_peers", "functionCanon": { "name": "Compare peers", "slug": "compare_peers", "status": "active", "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630", "version": 1, "description": null }, "density": "dense", "densityScore": 72, "componentCount": 8, "textChars": 928, "nDataPoints": 36, "notes": "The slide uses a table to contrast WSP's performance against a peer group, with callouts emphasizing the low organic growth.", "elementsJson": [ "headline_text", "paragraph", "data_table", "callout_box" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:27.918+00", "seconds": 3.151, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/24", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-24", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.25, "x": 0.72, "y": 0.65 }, "kind": "callout", "text": "Most of the headcount growth came from smaller industry players", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.918+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0a86eee1-da84-420d-8a3f-23139fd98ce1", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.25, "x": 0.72, "y": 0.28 }, "kind": "callout", "text": "Growth predominantly by acquisition. Just 2% of net headcount added among peers. In fact, according to WSP's 2022 ESG report, headcount peaked at 67,300 at April 1, 2023", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.918+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7a9624c8-c7b9-41f9-afba-fd30bd2876df", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "Growth predominantly by acquisition. Just 2% of net headcount added among peers.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:26+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32f-8762f31a4601", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "headcount growth: 2%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:26+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32f-8be05e9471bd", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.9, "x": 0.05, "y": 0.17 }, "kind": "paragraph", "text": "Spruce Point analyzed headcount growth among WSP's peer group and finds that approximately 18,800 employees were added in 2023. Of this figure, WSP's headcount growth was just 2% of the total increase and came predominantly from M&A. In 2022, WSP added language to its Annual Report around increases in wage pressure.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.918+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3f4c6bd5-3c69-4d7e-ab0a-1e7491b0d78a", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.65, "x": 0.05, "y": 0.92 }, "kind": "source-note", "text": "Source: Company financial reports as of Dec 31st and WSP's 2022 ESG Report. Note: Worley and Jacobs figures as of June and Sept 2023, respectively", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.918+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c824f0eb-3f96-4475-a21d-e82613663a5b", "parentComponentId": null }, { "bbox": { "h": 0.62, "w": 0.65, "x": 0.05, "y": 0.28 }, "kind": "table", "text": "Industry Headcount Growth table comparing 2022 and 2023 figures for WSP and 11 peers.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.918+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c5c30572-cd04-4f58-a675-7a18fee42546", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.55, "x": 0.31, "y": 0.05 }, "kind": "title", "text": "More Evidence WSP Is Lagging In Headcount Growth", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.918+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1e9f42f3-1ef6-4510-bd25-82d6afeb7d26", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "689e34a0-8497-44e1-ae8a-1ffbc1915d7a", "evidence": "The slide compares WSP's headcount growth against a defined peer group to highlight underperformance.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:27.918+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 24, "frameworkName": "comparison_frame" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 25, "type": "setup", "title": "The slide uses news clippings and press release summaries to frame a competitor as a threat.", "function": "compare_peers", "rawType": "competitive_analysis", "block": null, "metadata": { "slideType": "competitive_analysis", "slideTypeCanon": { "name": "Competitive analysis", "slug": "competitive_analysis", "status": "active", "canonId": "019de52d-093e-776b-94c6-c1573f5f1a31", "version": 1, "description": null }, "function": "compare_peers", "functionCanon": { "name": "Compare peers", "slug": "compare_peers", "status": "active", "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 77, "componentCount": 8, "textChars": 1395, "nDataPoints": 6, "notes": "The slide uses news clippings and press release summaries to frame a competitor as a threat.", "elementsJson": [ "headline_text", "callout_box", "screenshot", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:27.945+00", "seconds": 3.142, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/25", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-25", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.16, "w": 0.96, "x": 0.02, "y": 0.16 }, "kind": "callout", "text": "WSP's legacy is rooted in the U.K. before it partnered with Genivar. However, there are signs that competition has significantly intensified on its home turf. For example, WSP was outbid by Tetra Tech for RPS Group (U.K.) in 2022. Furthermore, RSK Group launched an aggressive growth strategy and is backed by Ares Capital Management. RSK made 60 acquisitions in just the past two years and has announced plans to grow headcount from 15,000 to 40,000 while quadrupling revenue to £5 billion by 2030. We believe RSK's ambitions to recruit and acquire environmental engineering and consultancies will come at the expense of WSP.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.945+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "08de6dd5-9104-4044-b56e-766a82b4b9bf", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "We believe RSK's ambitions to recruit and acquire environmental engineering and consultancies will come at the expense of WSP.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:26+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32f-9d3762f1f937", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.47, "x": 0.51, "y": 0.33 }, "kind": "paragraph", "text": "RSK Plans To Quadruple Revenue", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.945+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "21b1145a-109e-4b65-b738-c8ad2099f5ff", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.47, "x": 0.02, "y": 0.33 }, "kind": "paragraph", "text": "RSK Ambitious Headcount Growth From 15k to 40k", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.945+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ae084964-567f-47c1-8790-f6309c44d68f", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.47, "x": 0.02, "y": 0.68 }, "kind": "paragraph", "text": "RSK Completed 33 Acquisitions In 2023, Expanding More To Asia", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.945+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "efaadf26-6412-4bf5-825f-27458ab060b2", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "RSK's ambitious M&A-fuelled strategy has helped the Cheshire-headquartered firm to become \"the UK's largest, privately-owned environmental consultancy and one of Europe's fastest-growing companies\", it claims. — RSK Press Release", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:26+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32f-a09684fa5814", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.55, "x": 0.02, "y": 0.93 }, "kind": "source-note", "text": "Source: 1) \"Tetra Tech trumps WSP bid for RPS Group,\" Construction Dive, Sept 26, 2022\n2) \"RSK Is Seeking £500 million Preferred Equity To Fund Growth,\" Bloomberg, Oct 6, 2023\nRSK website (1, 2); Environmental-Analyst.com", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.945+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bc061160-35ce-497b-a3f0-6c314194a79c", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.65, "x": 0.31, "y": 0.03 }, "kind": "title", "text": "WSP Competitor Recently Launched Aggressive Growth Goals", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.945+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9f55be1f-91dc-4f4d-929b-43edc4bd8e91", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 26, "type": "setup", "title": "The slide uses a table to expose a potential accounting or disclosure weakness in WSP's financial reporting.", "function": "compare_peers", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "compare_peers", "functionCanon": { "name": "Compare peers", "slug": "compare_peers", "status": "active", "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630", "version": 1, "description": null }, "density": "balanced", "densityScore": 32, "componentCount": 5, "textChars": 710, "nDataPoints": 0, "notes": "The slide uses a table to expose a potential accounting or disclosure weakness in WSP's financial reporting.", "elementsJson": [ "headline_text", "callout_box", "comparison_table" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:30.815+00", "seconds": 6.009, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/26", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-26", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Spruce Point believes that WSP's backlog is one of the least descriptive among its global peers. Furthermore, unlike Canadian counterparts Stantec and AtkinsRealis (SNC-Lavalin), WSP's backlog differs from remaining performance obligation.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:26+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b32f-b65167a2217c", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "Spruce Point believes that WSP's backlog is one of the least descriptive among its global peers. Furthermore, unlike Canadian counterparts Stantec and AtkinsRealis (SNC-Lavalin), WSP's backlog differs from remaining performance obligation.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:30.815+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f084e9bd-e36a-405b-98d1-caddd550cf85", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.45, "x": 0.02, "y": 0.96 }, "kind": "source-note", "text": "Source: WSP, Stantec, SNC-Lavalin (AtkinsRealis), AECOM, Tetra Tech, Jacobs", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:30.815+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "608ca5d3-64f7-4696-8b3d-d618a5b05981", "parentComponentId": null }, { "bbox": { "h": 0.68, "w": 0.96, "x": 0.02, "y": 0.25 }, "kind": "table", "text": "Comparison of backlog definitions for WSP, Stantec, SNC-Lavalin, AECOM, Tetra Tech, and Jacobs.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:30.815+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "03b49c95-58c5-42e6-94ec-2da3805a19e5", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.65, "x": 0.31, "y": 0.02 }, "kind": "title", "text": "We Believe WSP's Backlog Definition Is The Vaguest Among Peers", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:30.815+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "74442e2e-057d-48fe-9b90-6b0dde7c8c90", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "8265b000-0dcf-4bc7-be19-f55b431c6495", "evidence": "The slide uses a table to compare WSP's definition against peers to highlight a negative discrepancy.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:30.815+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 26, "frameworkName": "comparison_frame" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 27, "type": "setup", "title": "The slide uses a table format to contrast qualitative definitions of 'backlog' across different companies to support the thesis of vagueness.", "function": "compare_peers", "rawType": "peer_benchmark", "block": null, "metadata": { "slideType": "peer_benchmark", "slideTypeCanon": { "name": "Peer benchmark", "slug": "peer_benchmark", "status": "active", "canonId": "019de52d-08f0-7158-a78d-d7b5331fefaf", "version": 1, "description": null }, "function": "compare_peers", "functionCanon": { "name": "Compare peers", "slug": "compare_peers", "status": "active", "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630", "version": 1, "description": null }, "density": "sparse", "densityScore": 12, "componentCount": 3, "textChars": 158, "nDataPoints": 2, "notes": "The slide uses a table format to contrast qualitative definitions of 'backlog' across different companies to support the thesis of vagueness.", "elementsJson": [ "headline_text", "comparison_table", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:27.7+00", "seconds": 2.604, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/27", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-27", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.02, "w": 0.35, "x": 0.015, "y": 0.97 }, "kind": "source-note", "text": "Source: Primoris, Sterling, Worley, Tutor Perini, MasTec", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.7+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "63638e20-1d39-41fa-b417-ee78af5d4423", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.97, "x": 0.015, "y": 0.185 }, "kind": "table", "text": "Peer Backlog Descriptions table", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.7+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6bd6e9e2-2019-498c-ba51-0b99bbf2a69c", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.65, "x": 0.318, "y": 0.015 }, "kind": "title", "text": "We Believe WSP's Backlog Definition Is The Vaguest Among Peers (Cont'd)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.7+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "93e2f866-d976-446e-b608-bad9ec5e007a", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "2a1061a8-04b3-48f1-8fb6-2c9021cb7d70", "evidence": "The slide compares definitions across five peers to establish a relative benchmark.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:27.7+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 27, "frameworkName": "comparison-frame" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 28, "type": "tension", "title": "The slide uses a line chart to show regional backlog trends and highlights a specific footnote from a press release to suggest management is obfuscating perform", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "dense", "densityScore": 67, "componentCount": 8, "textChars": 771, "nDataPoints": 16, "notes": "The slide uses a line chart to show regional backlog trends and highlights a specific footnote from a press release to suggest management is obfuscating performance.", "elementsJson": [ "headline_text", "callout_box", "screenshot", "line_chart", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:31.893+00", "seconds": 6.79, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/28", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-28", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.12, "w": 0.16, "x": 0.82, "y": 0.73 }, "kind": "callout", "text": "Sustained And Notable Weakness In APAC", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.893+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bed9839f-547d-46df-97c1-a20c758bc0bc", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.16, "x": 0.82, "y": 0.54 }, "kind": "callout", "text": "Total Backlog To Revenue Declined Led By A Large Drop in the Americas", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.893+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d4c667ab-ae63-4702-a9f6-020926b53533", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.72, "x": 0.13, "y": 0.45 }, "kind": "chart", "text": "Backlog To LTM Gross FY Revenue", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.893+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1792bc45-c5ec-4a69-adf0-0529786f464a", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Backlog to LTM Gross FY Revenue", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:29+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b330-fd51e09b2668", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.95, "x": 0.025, "y": 0.17 }, "kind": "paragraph", "text": "Spruce Point observes that WSP's backlog to annual revenues fell across all regions except EMEAI in 2023. We see notable weakness in APAC. In its latest earnings announcement, WSP added a footnote to qualify that backlog to revenues includes a full 12 months of revenue from all acquisitions.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.893+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "07cc8631-72b8-4bcb-bef7-a8e04b20a446", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "Organic order intake reached a record high level of $15.12 billion for the year, resulting in backlog as at December 31, 2023, of $14.1 billion, representing 11.8 months of revenues,(1) up 8.2% in the year.", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:29+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b330-fbea8e48a50d", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.5, "x": 0.02, "y": 0.97 }, "kind": "source-note", "text": "Source: WSP results, 2022 vs. 2023 Year End Press Release and Spruce Point analysis.", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.893+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d675214d-919e-454a-b15e-9e9fe95548dc", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.35, "x": 0.316, "y": 0.045 }, "kind": "title", "text": "Backlog Is Weakening", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.893+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6f183a3d-4345-4f73-b8ac-1aa04bbba078", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "da5a7af9-b68b-41eb-a497-351e75d7a742", "evidence": "Highlighting a footnote to suggest management is manipulating metrics to hide weakening performance.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:31.893+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 28, "frameworkName": "fraud-exposure" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 29, "type": "tension", "title": "Uses a visual comparison of text excerpts with an arrow highlighting the specific change in wording.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "balanced", "densityScore": 34, "componentCount": 5, "textChars": 763, "nDataPoints": 0, "notes": "Uses a visual comparison of text excerpts with an arrow highlighting the specific change in wording.", "elementsJson": [ "headline_text", "callout_box", "comparison_table", "screenshot" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:27.811+00", "seconds": 2.684, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/29", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-29", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.12, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "callout", "text": "Spruce Point observes that WSP’s backlog definition became even more vague in its recent Annual Report. Notice that it now omits language that contracts are to be completed and qualifies that backlog for public-sector funded clients has secured funding. Our interpretation is that WSP’s backlog now includes projects that may not be completed and private contracts that have no confirmed funding.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.811+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "33ee90ee-a2c0-4555-accc-ff27a4885963", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "Spruce Point observes that WSP’s backlog definition became even more vague in its recent Annual Report. Notice that it now omits language that contracts are to be completed and qualifies that backlog for public-sector funded clients has secured funding.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:27+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b330-2b3d20b8700a", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.15, "x": 0.05, "y": 0.95 }, "kind": "source-note", "text": "Source: WSP Annual Reports", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.811+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5bfcfa50-dce7-4312-8581-d3c88b6416e1", "parentComponentId": null }, { "bbox": { "h": 0.58, "w": 0.92, "x": 0.04, "y": 0.33 }, "kind": "table", "text": "2022 vs 2023 Backlog definitions", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.811+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0e45d028-a5ec-4045-9b37-d2dbccc35d0b", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.65, "x": 0.31, "y": 0.05 }, "kind": "title", "text": "Warning: WSP Just Made Changes To The Backlog Definition", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.811+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "748a0536-7c97-437b-b6b3-d97cf4116e87", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "a9f9b897-66cb-4504-82a2-d95c736b20f9", "evidence": "Highlights a change in accounting definitions to suggest potential manipulation of backlog quality.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:27.811+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 29, "frameworkName": "fraud-exposure" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 30, "type": "tension", "title": "Uses a comparison table to show the specific wording change between 2021 and 2022 annual reports.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "dense", "densityScore": 59, "componentCount": 7, "textChars": 1154, "nDataPoints": 0, "notes": "Uses a comparison table to show the specific wording change between 2021 and 2022 annual reports.", "elementsJson": [ "headline_text", "callout_box", "comparison_table", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:27.917+00", "seconds": 2.708, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/30", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-30", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.12, "w": 0.96, "x": 0.02, "y": 0.18 }, "kind": "callout", "text": "Spruce Point always cautions investors to pay close attention to revenue recognition policy changes for indications of gamesmanship or problems. We observe that WSP modified its review process for cost estimates from \"a monthly basis\" to \"a periodic basis.\" While the change is subtle, it opens the door for management to potentially delay painful cost revisions that ultimately harm margins. One specific area that WSP has recently disclosed increased cost pressures is for qualified labor.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.917+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b212c6ad-3b76-46b4-ba9e-4f27e8f12851", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "While the change is subtle, it opens the door for management to potentially delay painful cost revisions that ultimately harm margins.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:27+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b330-10af11f7700b", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "On a periodic basis, management reviews the costs incurred to date and the estimated costs to complete for each project to determine whether the amount recognized as costs and anticipated profits in excess of billings is an accurate estimate of the amount that the Corporation has earned on its projects. — WSP 2022 Annual Report", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:27+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b330-159afd4fedef", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.02, "y": 0.96 }, "kind": "source-note", "text": "Source: WSP Annual Reports", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.917+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d739fd9c-67f3-42c0-b7cb-6826b3b9384d", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.96, "x": 0.02, "y": 0.31 }, "kind": "table", "text": "Comparison of 2021 vs 2022 revenue recognition policy wording regarding review frequency.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.917+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "416ef1a7-a9e2-458d-a71e-5b3617c19b03", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.96, "x": 0.02, "y": 0.68 }, "kind": "table", "text": "Disclosure of wage and labor pressures in 2022.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.917+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "78478a66-bed0-4927-84de-bbcb80a13cd2", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.65, "x": 0.31, "y": 0.04 }, "kind": "title", "text": "Warning: Change of Revenue Recognition", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:27.917+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c315ec21-f003-424f-9ea3-2d371a4008cc", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "6ec0a308-ebea-4979-b704-c91af5b1b4b4", "evidence": "Direct comparison of 2021 and 2022 policy language to highlight a shift in management rigor.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:27.917+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 30, "frameworkName": "expose_contradiction" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 31, "type": "tension", "title": "Uses red callouts to emphasize the removal of disclosures and audit testing procedures.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "dense", "densityScore": 50, "componentCount": 7, "textChars": 520, "nDataPoints": 10, "notes": "Uses red callouts to emphasize the removal of disclosures and audit testing procedures.", "elementsJson": [ "headline_text", "paragraph", "data_table", "callout_box", "screenshot", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:28.672+00", "seconds": 3.345, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/31", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-31", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.17, "x": 0.82, "y": 0.29 }, "kind": "callout", "text": "Ceasing a regular disclosure made since 2018 in latest Annual Report", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.672+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "58ea65fb-df52-4cae-9854-9f2a103547de", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.17, "x": 0.82, "y": 0.54 }, "kind": "callout", "text": "No longer testing certain segments effective controls?", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.672+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8bd6508c-029d-4a77-9afb-2e8c63c51cf4", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.96, "x": 0.02, "y": 0.18 }, "kind": "paragraph", "text": "Spruce Point is alarmed that WSP no longer discloses what percentage of revenue is generated from cost-plus contracts with ceilings and fixed-price contracts from cost-plus contracts without stated ceilings.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.672+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2271bca2-f675-46e6-bdb6-516911bb8389", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.15, "x": 0.02, "y": 0.96 }, "kind": "source-note", "text": "Source: WSP Annual Reports", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.672+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7fbf4cae-ae6d-4993-a6d2-301481334aab", "parentComponentId": null }, { "bbox": { "h": 0.42, "w": 0.85, "x": 0.14, "y": 0.51 }, "kind": "table", "text": "Comparison of 2022 vs 2023 Key Audit Matters", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.672+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "682f6142-cdf7-4924-9d62-b0fcbe2bbb69", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.65, "x": 0.16, "y": 0.32 }, "kind": "table", "text": "2022 Revenue Reporting table showing public and private sector revenue", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.672+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bc2b59a1-2c05-4074-9da3-e4597793c644", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.65, "x": 0.32, "y": 0.02 }, "kind": "title", "text": "Warning: WSP Ceased An Important Revenue Disclosure", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.672+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6cab27f7-1fd0-45fe-8421-64184afb6f96", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "ab7ddca7-62f6-4dd9-bc8d-e725d1f1985a", "evidence": "Highlights missing financial disclosures and potential audit gaps.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:28.672+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 31, "frameworkName": "fraud-exposure" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 32, "type": "tension", "title": "Uses arrows to link specific text in a quoted paragraph to critical callout boxes.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 81, "componentCount": 8, "textChars": 1928, "nDataPoints": 8, "notes": "Uses arrows to link specific text in a quoted paragraph to critical callout boxes.", "elementsJson": [ "headline_text", "callout_box", "paragraph", "screenshot", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:28.97+00", "seconds": 3.502, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/32", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-32", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.96, "x": 0.02, "y": 0.175 }, "kind": "callout", "text": "WSP updated its assumptions related to goodwill testing that should give investors cause for concern. WSP uses 2% - 5% revenue growth for projections despite organic growth having averaged 6% in the past three years and management is projecting 5% - 8% organic growth in 2024. In addition, WSP forecasts assumes 11.8% - 23.5% Adj. EBITDA margin despite projecting 18.2% in 2024 and not having reported Adj. EBITDA margin less than 13.3% in any geographic segment since 2020.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.97+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6d396569-385b-4f3d-a5f4-b6257d87ff83", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "WSP updated its assumptions related to goodwill testing that should give investors cause for concern.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:27+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b330-5a4e1ca1c89a", "parentComponentId": null }, { "bbox": { "h": 0.22, "w": 0.38, "x": 0.55, "y": 0.69 }, "kind": "chart", "text": "Why is management forecasting 11.8% - 23.5%? The lowest Adj. EBITDA margin since 2020 during COVID-19 was the EMEIA segment at 13.3%.", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.97+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ada0bf1f-c78b-40f3-8b48-e9560c70fa4c", "parentComponentId": null }, { "bbox": { "h": 0.22, "w": 0.38, "x": 0.15, "y": 0.69 }, "kind": "chart", "text": "Why is management forecasting 2% - 5%? Organic growth averaged 6% in the past three years and WSP just guided to 5% - 8% in 2024.", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.97+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "eb338455-dddf-4a90-a7d3-ed5de7586ecc", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "organic growth: 2% - 5%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:27+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b330-5c9e8e82a1a3", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.83, "x": 0.15, "y": 0.34 }, "kind": "paragraph", "text": "MATERIAL ESTIMATES USED IN DETERMINING THE FVLCS\nCASH FLOW PROJECTIONS\nThe cash flow projections are based on the financial forecast approved by Management and the Board of Directors. These projections use assumptions that reflect the Corporation's most likely planned course of action, given Management's judgment of the most probable set of economic conditions, adjusted to reflect the expectations of a market participant. Adjusted EBITDA margin is based on budgeted values in the first year of the five-year projection period (\"projection period\"), with increases over the projection period using an estimated revenue growth rate. The revenue growth rates applied following the first year's projections ranged from 2.0% to 5.0%. The adjusted EBITDA margin ranged from 11.8% to 23.5%. Management considered past experience, economic trends as well as industry and market trends in assessing reasonableness of financial projections used.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.97+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7512f7c9-81e1-4afe-8ad9-47f888fc068c", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.35, "x": 0.02, "y": 0.95 }, "kind": "source-note", "text": "Source: 2023 Annual Report and Year End Earnings Release", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.97+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ac1d8976-4dee-47e6-9051-144ac1f4df86", "parentComponentId": null }, { "bbox": { "h": 0.11, "w": 0.67, "x": 0.31, "y": 0.02 }, "kind": "title", "text": "Warning: Goodwill Testing Forecasts Below Recent Performance And Guidance", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.97+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "49b7a8e9-252f-48d8-84e5-3a1cd99975d1", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "d53fec2f-485b-404f-bd21-a9f5e73e0504", "evidence": "Contrasts management's internal goodwill testing assumptions against their own public guidance and historical performance.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 20:28:28.97+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 32, "frameworkName": "expose_contradiction" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 33, "type": "tension", "title": "Highlights the discrepancy in DSO calculation methodologies between WSP and its peer Stantec.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "dense", "densityScore": 74, "componentCount": 8, "textChars": 1034, "nDataPoints": 27, "notes": "Highlights the discrepancy in DSO calculation methodologies between WSP and its peer Stantec.", "elementsJson": [ "headline_text", "callout_box", "comparison_table", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:32.413+00", "seconds": 6.757, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/33", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-33", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.11, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "callout", "text": "Spruce Point does not believe that WSP's DSOs accurately reflect its financial condition. Our concern is heightened by the fact that WSP's management is paid on a seemingly different DSO calculation than reported to investors.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.413+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "19d54ef1-b08e-4eff-b50a-fa5b73c220c8", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "Spruce Point does not believe that WSP's DSOs accurately reflect its financial condition.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:28+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b330-8c790e9a510a", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Days Sales Outstanding (DSO): 87", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:28+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b330-96fa26d17fe9", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "Days Sales Outstanding (DSO). DSO is a metric we use to evaluate the efficiency of our working capital. It represents the average number of days to convert our trade and other receivables, unbilled receivables, contract assets, and deferred revenue to cash. We calculate DSO by annualizing gross revenue for the quarter as reported under IFRS. — Stantec", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:28+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b330-93a4cc454350", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.96, "x": 0.02, "y": 0.93 }, "kind": "source-note", "text": "Source, WSP and Stantec financials. 1) Spruce Point calculated DSO includes “other receivables” and is calculated based on LTM gross revenues, and four quarter average AR and other receivables, and net contract asset", "attrs": { "numbered": true }, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.413+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d7c4b4c8-01d6-4075-b08b-9bd8472bc2e7", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.96, "x": 0.02, "y": 0.32 }, "kind": "table", "text": "DSO Definitions of Stantec and WSP", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.413+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9b5468e5-857d-498c-ae85-2765b69ea310", "parentComponentId": null }, { "bbox": { "h": 0.31, "w": 0.96, "x": 0.02, "y": 0.61 }, "kind": "table", "text": "WSP Reported DSO vs. Spruce Point Adjusted DSO", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.413+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d80785a0-5065-406d-8b85-4dfa4d23b441", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.65, "x": 0.31, "y": 0.04 }, "kind": "title", "text": "We Believe DSOs Aren't Fairly Depicted", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.413+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a3a48bcb-0122-4768-aecd-00b35af09ec1", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "64a7774a-ed64-4876-ba4e-1e0ed23225fc", "evidence": "Exposing accounting discrepancies in DSO calculation to suggest misleading financial reporting.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:32.413+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 33, "frameworkName": "fraud-exposure" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 34, "type": "tension", "title": "The chart includes a trend line overlaying the primary data series.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "balanced", "densityScore": 31, "componentCount": 5, "textChars": 429, "nDataPoints": 12, "notes": "The chart includes a trend line overlaying the primary data series.", "elementsJson": [ "headline_text", "callout_box", "line_chart", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:28.435+00", "seconds": 2.77, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/34", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-34", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.06, "w": 0.98, "x": 0.01, "y": 0.18 }, "kind": "callout", "text": "Spruce Point finds that WSP's working capital to LTM gross revenues has been on a steady increase which we believe is a sign of increasing financial strain.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.435+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5bde3c55-6172-47a1-87f4-b561b674f5d3", "parentComponentId": null }, { "bbox": { "h": 0.57, "w": 0.88, "x": 0.07, "y": 0.32 }, "kind": "chart", "text": "Working Capital To LTM Gross Sales", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.435+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8af4f24a-80d4-451e-ac42-58c197ba8d0a", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Working Capital to LTM Gross Sales: 5.8%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:28+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b330-c12e1d26a2b8", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.7, "x": 0.01, "y": 0.94 }, "kind": "source-note", "text": "Source, WSP and Spruce Point analysis. Working Capital = Current assets - Cash (net of overdraft) - Current liabilities - Dividends Payable - Leases - CP of LT debt", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.435+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b11f99d6-4b6e-4f35-b22a-d0f2f69d7f71", "parentComponentId": null }, { "bbox": { "h": 0.045, "w": 0.575, "x": 0.318, "y": 0.045 }, "kind": "title", "text": "Working Capital Stress Keeps Rising", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.435+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "db1bec36-a97c-4a07-910a-4155c263451e", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 35, "type": "tension", "title": "The slide uses a table to contrast forecast ranges with actual outcomes, using color-coded indicators for DSOs.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "balanced", "densityScore": 49, "componentCount": 6, "textChars": 753, "nDataPoints": 24, "notes": "The slide uses a table to contrast forecast ranges with actual outcomes, using color-coded indicators for DSOs.", "elementsJson": [ "headline_text", "paragraph", "data_table", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:28.261+00", "seconds": 2.561, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/35", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-35", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "While investors have cheered WSP's ability to meet net revenue and Adj. EBITDA targets the past few years, we believe investors should scrutinize persistent missed net capex targets.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:27+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b330-3c7fee4e8628", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Net Capex: -39%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:27+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b330-439e0b43b40e", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "While investors have cheered WSP's ability to meet net revenue and Adj. EBITDA targets the past few years, we believe investors should scrutinize persistent missed net capex targets.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.261+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0ea915fa-ab95-42d2-b378-cc57db48b9ae", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.5, "x": 0.02, "y": 0.92 }, "kind": "source-note", "text": "1) Includes PP&E, intangible purchases net of disposals. 2) Initial forecast included Golder acquisition. 2022 and 2023 forecasts assumed no M&A. Source: WSP financial results and guidance.", "attrs": { "numbered": true }, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.261+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0021219c-0400-4569-8d22-19f396a88181", "parentComponentId": null }, { "bbox": { "h": 0.52, "w": 0.96, "x": 0.02, "y": 0.36 }, "kind": "table", "text": "WSP's Financial Guidance vs. Actual Results table showing Net Capex, Acquisition Costs, and DSOs from 2020-2023.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.261+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "983138e2-dcaa-4b66-9bf1-5361ef57cb46", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.65, "x": 0.31, "y": 0.03 }, "kind": "title", "text": "WSP's Forecasting Is Persistently Inaccurate, Especially Around Net Capex", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:28.261+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0dc4f1c4-3a46-42f9-be9c-ea346b978748", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "76c0352e-9980-4247-a1cb-581b203049ed", "evidence": "Highlighting persistent forecast misses to suggest management manipulation or incompetence.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:28.261+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 35, "frameworkName": "fraud-exposure" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 36, "type": "tension", "title": "The slide uses a table to demonstrate a pattern of financial misforecasting by the target company.", "function": "expose_contradiction", "rawType": "preempt_rebuttal", "block": null, "metadata": { "slideType": "preempt_rebuttal", "slideTypeCanon": { "name": "Preempt rebuttal", "slug": "preempt_rebuttal", "status": "active", "canonId": "019de52d-1225-7368-af32-6381fddabdb3", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "balanced", "densityScore": 41, "componentCount": 6, "textChars": 471, "nDataPoints": 35, "notes": "The slide uses a table to demonstrate a pattern of financial misforecasting by the target company.", "elementsJson": [ "headline_text", "callout_box", "data_table", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:33.103+00", "seconds": 7.387, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/36", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-36", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.08, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "callout", "text": "WSP has cumulatively misforecast net capex by approximately $146 million since 2020. This level of misforecasting is even more surprising given it spent approximately $4.3 billion on acquisitions during the same period which significantly grew the scale and footprint of its operations.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:33.103+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d9d70970-ca03-4b78-a250-d89b3cd180d3", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Net Capex: $145.6 million", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:28+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b330-791d009d1b72", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.3, "x": 0.03, "y": 0.92 }, "kind": "source-note", "text": "1) Includes $56.4m proceeds from divestiture.", "attrs": { "numbered": true }, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:33.103+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5db6628b-e79b-4f63-8c9b-932d5462ce6e", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.03, "y": 0.97 }, "kind": "source-note", "text": "Source: WSP financial results", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:33.103+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9e919965-569f-456c-acfb-1547a3df85e9", "parentComponentId": null }, { "bbox": { "h": 0.58, "w": 0.94, "x": 0.03, "y": 0.31 }, "kind": "table", "text": "Cumulative Mis-forecasting of Guidance By WSP table", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:33.103+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "90f8c3aa-b871-4e76-bc44-1002bca9c0e9", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.65, "x": 0.316, "y": 0.045 }, "kind": "title", "text": "Cumulative Net Capex Misforecasting", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:33.103+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c310a460-97ba-4ce7-97a1-9d79f7c96949", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 37, "type": "tension", "title": "The slide uses a table to contrast ERP costs with employee benefit costs, specifically calling out a negative value in Q4 2023.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 78, "componentCount": 8, "textChars": 1258, "nDataPoints": 36, "notes": "The slide uses a table to contrast ERP costs with employee benefit costs, specifically calling out a negative value in Q4 2023.", "elementsJson": [ "headline_text", "callout_box", "data_table", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:29.434+00", "seconds": 3.669, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/37", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-37", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Spruce Point is also alarmed by a mysterious negative employee benefit cost that emerged in Q4 2023.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-23 01:18:10+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-64d2-7657-bbf1-7d939b4fd55a", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "ERP Cost: $116 - $137 million", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-23 01:18:10+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-64d2-7657-bbf1-857c137f14cd", "parentComponentId": null }, { "bbox": { "h": 0.11, "w": 0.94, "x": 0.03, "y": 0.17 }, "kind": "paragraph", "text": "WSP will have estimated to spend between $116 - $137 million on ERP costs from 2021 - 2024. Spruce Point does not believe investors should simply ignore these costs as add-backs to Adj. EBITDA and EPS since they are ordinary and necessary costs to implement its acquisition growth strategy. Spruce Point is also alarmed by a mysterious negative employee benefit cost that emerged in Q4 2023.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:29.434+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f4d5e8c9-333d-4c33-9e86-b844e0861adf", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "Included in ERP implementation costs in 2023 are employee benefit costs of $22.5 million ($13.8 million in 2022). Other than employee benefit costs, costs relate mainly to professional fees. — Annual Report Dec '23", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-23 01:18:10+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-64d2-7657-bbf1-81995102cdda", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.03, "y": 0.96 }, "kind": "source-note", "text": "Source: WSP financial results", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:29.434+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ec075c7b-ac60-45c6-9038-34b6afcbddc9", "parentComponentId": null }, { "bbox": { "h": 0.38, "w": 0.94, "x": 0.03, "y": 0.54 }, "kind": "table", "text": "ERP Disclosure table showing ERP Cost, Employee Benefit Costs, and ratio from 2021 to 2024.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:29.434+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5970afa8-7c77-46f2-abe2-bd1b5648f8cb", "parentComponentId": null }, { "bbox": { "h": 0.18, "w": 0.94, "x": 0.03, "y": 0.3 }, "kind": "table", "text": "Annual Report Dec '23: Included in ERP implementation costs in 2023 are employee benefit costs of $22.5 million ($13.8 million in 2022). 9M Ended Sept '23: Included in ERP implementation costs for the quarter and nine-month period ended September 30, 2023 are employee benefit costs of $10.7 million and $23.9 million, respectively.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:29.434+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "82d53e62-2a4b-4ef2-bfe8-d46c068a520f", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.65, "x": 0.31, "y": 0.03 }, "kind": "title", "text": "ERP Costs Shouldn't Be Ignored, Especially When Negative Costs Emerge...", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:29.434+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e41cebb1-ff97-4367-91e2-f16bd0f9cd94", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "1f1be9ac-0bfb-4782-9f65-ea0df5b6a8a9", "evidence": "Highlighting suspicious accounting entries (negative costs) to challenge management's add-back logic.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:29.434+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 37, "frameworkName": "fraud-exposure" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 38, "type": "tension", "title": "The slide uses a visual callout (red box) to highlight the discrepancy in the 'Provisions' line item between the Q3 2023 report and the 12/30/23 report.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "balanced", "densityScore": 45, "componentCount": 5, "textChars": 843, "nDataPoints": 36, "notes": "The slide uses a visual callout (red box) to highlight the discrepancy in the 'Provisions' line item between the Q3 2023 report and the 12/30/23 report.", "elementsJson": [ "headline_text", "paragraph", "data_table", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:29.302+00", "seconds": 3.044, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/38", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-38", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "This statement is patently false.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:30+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b332-01d913a079db", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.96, "x": 0.02, "y": 0.16 }, "kind": "paragraph", "text": "On Sept 21, 2022, WSP acquired the Environment & Infrastructure (\"E&I\") Business of John Wood Group plc. Under IFRS, companies are allowed to revise deal valuations up to 12 months post-closing.(1) In Q3 2023 ending September 30, 2023, WSP said the deal valuation was final. This statement is patently false. In its 2023 Annual Report, WSP made a further modification to reduce the \"Provisions\" account and did not elaborate why or disclose it as an error. Provisions are liabilities that when reduced we believe result in a credit to net income.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:29.302+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0fbb1128-682f-4549-b5e9-5ae0645e4e73", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.5, "x": 0.02, "y": 0.97 }, "kind": "source-note", "text": "Source: WSP financials 1) PWC Viewpoint, 13.12 Measurement period adjustments. US IFRS & US GAAP", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:29.302+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ca218827-cef7-40f9-9497-a5cd56df4caa", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.92, "x": 0.04, "y": 0.33 }, "kind": "table", "text": "Comparison of Q3 2023 vs 12/30/23 financial tables showing adjustments to Provisions.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:29.302+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e5056d33-1c16-4efe-9741-71499912481f", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.7, "x": 0.28, "y": 0.03 }, "kind": "title", "text": "Warning: WSP Appears To Be Revising A Deal Account Past 1 Year In Violation of IFRS", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:29.302+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a37bbafc-a23a-4d0e-a06a-b4e086a665f3", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "ca8e682b-871a-42e1-b1b2-edfa165f452f", "evidence": "The slide explicitly frames a financial discrepancy as a 'Warning' and 'patently false' statement to expose potential accounting manipulation.", "framework": null, "confidence": 0.95, "extraction": { "at": "2026-05-02 20:28:29.302+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 38, "frameworkName": "fraud-exposure" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 39, "type": "tension", "title": "Uses a table to detail provision movements and a callout to emphasize the high ratio.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "dense", "densityScore": 66, "componentCount": 7, "textChars": 1049, "nDataPoints": 20, "notes": "Uses a table to detail provision movements and a callout to emphasize the high ratio.", "elementsJson": [ "headline_text", "paragraph", "icon_grid", "data_table", "callout_box", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:29.22+00", "seconds": 2.954, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/39", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-39", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.22, "w": 0.26, "x": 0.72, "y": 0.578 }, "kind": "callout", "text": "The provision was revised to a high of C$246.9 million, amounting to ~15% and ~23% of Wood E&I's gross and net revenue. Note: Acquired provisions include $0.6 million from other acquisitions", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:29.22+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b4813107-51c8-4a96-b87d-fdcf5bcb8d23", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "The provision was revised to a high of C$246.9 million, amounting to ~15% and ~23% of Wood E&I's gross and net revenue.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:28+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b330-d623673396d2", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "provision to revenue ratio: 23%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:28+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b330-dab22fe09f46", "parentComponentId": null }, { "bbox": { "h": 0.13, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "According to the Wood E&I deal presentation, the 2022E gross and net revenue was estimated at US$1,300 and US$830 million, respectively (C$1,690 and C$1,079 million). To put this in context, the C$247 million Wood E&I provision represents approximately 15% and 23% of gross and net revenue. WSP's entire business started 2022 with only $313.7 million of provisions on gross and net revenue for 2021 of $10,279 and $7,869 million, respectively. In other words, the provisions to revenue ratios for WSP were just 3% – 4% not 15% – 23%.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:29.22+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1fa161e2-7de7-4c66-9283-56b40f2bf909", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.4, "x": 0.03, "y": 0.92 }, "kind": "source-note", "text": "Source: WSP Annual Report and Wood E&I Deal Presentation", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:29.22+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dc4b035a-a564-4408-99db-cbc152a5373a", "parentComponentId": null }, { "bbox": { "h": 0.32, "w": 0.68, "x": 0.03, "y": 0.52 }, "kind": "table", "text": "WSP's 2022 Provision Accounts table showing claims, other provisions, and totals.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:29.22+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "97ccbc26-50bd-479d-b5db-b6084c6fb169", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.68, "x": 0.28, "y": 0.04 }, "kind": "title", "text": "A Closer Look At The Wood E&I Provision", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:29.22+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "00a1306d-1761-4bb3-becf-697b4c00d165", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "17c75fae-3e03-41f4-8ee1-00d1db212e54", "evidence": "Contrasting provision ratios between acquired entity and parent company to imply accounting manipulation.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:29.22+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 39, "frameworkName": "fraud-exposure" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 40, "type": "setup", "title": "The chart includes an orange horizontal line representing the peer average excluding Wood E&I.", "function": "compare_peers", "rawType": "peer_benchmark", "block": null, "metadata": { "slideType": "peer_benchmark", "slideTypeCanon": { "name": "Peer benchmark", "slug": "peer_benchmark", "status": "active", "canonId": "019de52d-08f0-7158-a78d-d7b5331fefaf", "version": 1, "description": null }, "function": "compare_peers", "functionCanon": { "name": "Compare peers", "slug": "compare_peers", "status": "active", "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630", "version": 1, "description": null }, "density": "balanced", "densityScore": 41, "componentCount": 6, "textChars": 550, "nDataPoints": 8, "notes": "The chart includes an orange horizontal line representing the peer average excluding Wood E&I.", "elementsJson": [ "headline_text", "callout_box", "bar_chart_vertical" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:29.681+00", "seconds": 2.719, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/40", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-40", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "The Wood E&I business stands out as a major outlier. WSP should explain what exactly is driving the provision size.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:28+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b330-ab2aeca1592a", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.8, "x": 0.11, "y": 0.315 }, "kind": "chart", "text": "Provisions As % of LTM Gross Revenue", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Vertical bar chart", "slug": "bar-vertical", "status": "active", "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917", "version": 1, "description": null }, "framework": null }, "subkind": "bar-vertical", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:29.681+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f0dded02-457b-41de-a4b9-de3c9c6ce8c6", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Provisions as % of LTM Gross Revenue: 14.6%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:28+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b330-ad9fa52eb6ad", "parentComponentId": null }, { "bbox": { "h": 0.07, "w": 0.96, "x": 0.02, "y": 0.175 }, "kind": "paragraph", "text": "Spruce Point analyzed industry peer reporting under FRS and IFRS and found that total provisions as a percentage of gross revenues are approximately 3.3%. The Wood E&I business stands out as a major outlier. WSP should explain what exactly is driving the provision size.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:29.681+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d2f6c701-b9d8-457e-8d3b-1faea440e728", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.25, "x": 0.02, "y": 0.96 }, "kind": "source-note", "text": "Source: Company financial reports", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:29.681+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "121fe327-0830-4414-96ed-f23bfa2fac19", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.6, "x": 0.32, "y": 0.02 }, "kind": "title", "text": "The Wood E&I Provision Looks Astronomical Among Peers", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:29.681+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0216ad9c-3a44-46d0-b646-ff7f5290f635", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "430163ed-9ca6-445c-b0e9-10ec87256474", "evidence": "Comparing Wood E&I against industry peers to highlight an outlier.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:29.681+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 40, "frameworkName": "comparison_frame" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 41, "type": "tension", "title": "The slide uses a comparison table to contrast reported results with 'Spruce Point Adjusted' results, highlighting that the adjusted figures align more closely w", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 83, "componentCount": 9, "textChars": 1305, "nDataPoints": 14, "notes": "The slide uses a comparison table to contrast reported results with 'Spruce Point Adjusted' results, highlighting that the adjusted figures align more closely with street estimates.", "elementsJson": [ "headline_text", "paragraph", "comparison_table", "callout_box", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:30.731+00", "seconds": 3.137, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/41", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-41", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.06, "w": 0.25, "x": 0.72, "y": 0.895 }, "kind": "callout", "text": "Street Estimate: $1.91", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:30.731+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "296433f3-a9f5-4151-b803-4375e988b3db", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.25, "x": 0.72, "y": 0.615 }, "kind": "callout", "text": "Street Estimate: $522", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:30.731+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "447620c9-cfc2-47cc-9826-a7fc2071c501", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "Spruce Point believes that WSP's Q4 2023 results would be less spectacular if results are adjusted for a reversal of provisions related to the Wood E&I acquisition.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:29+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b331-885299b1d943", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Adjusted EBITDA: $515.3", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:29+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b331-927eed4eead1", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "Spruce Point believes that WSP's Q4 2023 results would be less spectacular if results are adjusted for a reversal of provisions related to the Wood E&I acquisition.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:30.731+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dc8056f4-eadd-4abf-8cbf-3cccb51769fe", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "\"Q4/2023 adjusted EBITDA increased 18% y/y to $525 million, in line with the FactSet consensus of $522 million and our $527 million estimate\" and \"Management continues to deliver impressive EBITDA margin improvement WSP's Q4/2023 adjusted EBITDA margin increased 150 bps y/y to 19.0%.....\" — Canaccord, 2/8/24; \"Adj. EBITDA of $525 mm beat Stifel's $518 mm by 1.4% and FactSet consensus of $522 mm by 0.6%. Adj. EBITDA margin of 19.0% was very strong and came in higher than our forecast of 18.2% and the Street at 18.7%. EPS was $1.99, 4.2% higher than us at $1.91 and 3.8% higher than the Street at $1.91.\" — Stifel, 2/29/24", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:29+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b331-8dd4e8ed501e", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.65, "x": 0.02, "y": 0.97 }, "kind": "source-note", "text": "Source: WSP results and Spruce Point analysis. Based on a 19.7% effective tax rate and 124.95m diluted shares", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:30.731+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1281bf99-c413-4bb2-b63d-2d2dd6f4dfe9", "parentComponentId": null }, { "bbox": { "h": 0.48, "w": 0.68, "x": 0.02, "y": 0.47 }, "kind": "table", "text": "WSP vs. Spruce Point Adjusted Results table showing EBITDA, Net Income, and EPS adjustments.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:30.731+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4958db9d-617e-47bf-8d18-65d3ec076852", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.65, "x": 0.31, "y": 0.03 }, "kind": "title", "text": "WSP's Provision Reversal Had A Potentially Large And Beneficial Impact To Q4 Results", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:30.731+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "61a8e446-d0e4-4a14-9f6a-007669108b0f", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "0b91666a-c5ad-4453-a029-bc9ce28e59f3", "evidence": "The slide attempts to expose an accounting manipulation (provision reversal) to challenge the validity of reported earnings.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:30.731+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 41, "frameworkName": "fraud-exposure" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 42, "type": "evidence", "title": "The slide uses a precedent to validate the thesis that WSP is engaging in similar accounting practices.", "function": "cite_precedent", "rawType": "cite_precedent", "block": null, "metadata": { "slideType": "cite_precedent", "slideTypeCanon": { "name": "Cite precedent", "slug": "cite_precedent", "status": "active", "canonId": "019de52d-12ec-72be-8881-51b438fa76c7", "version": 1, "description": null }, "function": "cite_precedent", "functionCanon": { "name": "Cite precedent", "slug": "cite_precedent", "status": "active", "canonId": "019de52d-142b-714b-86d4-58aad7b568ec", "version": 1, "description": null }, "density": "dense", "densityScore": 70, "componentCount": 8, "textChars": 1393, "nDataPoints": 0, "notes": "The slide uses a precedent to validate the thesis that WSP is engaging in similar accounting practices.", "elementsJson": [ "headline_text", "paragraph", "line_chart", "bullet_list", "callout_box", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:31.451+00", "seconds": 3.486, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/42", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-42", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "There is a case study for creative acquisition accounting in the engineering sector that famously foretold problems ahead of a major stock collapse.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:29+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b331-3e1e48c2399a", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.48, "x": 0.02, "y": 0.35 }, "kind": "chart", "text": "CBI Stock Price", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.451+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bdb1a969-ec57-4ac8-a9c9-12a7ac511185", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.47, "x": 0.51, "y": 0.35 }, "kind": "list", "text": "Prescience Point Research Highlights: Creative Acquisition Counting Conceals Financial Problems, Inflates Profitability", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.451+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "163fd86d-d0f6-4a10-89cd-8cc28c879402", "parentComponentId": null }, { "bbox": { "h": 0.22, "w": 0.47, "x": 0.51, "y": 0.72 }, "kind": "list", "text": "Class Action Settlement: Chicago Bridge & Iron, Investors Reach $44M Class Settlement", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.451+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fc8c65ba-ff5a-4b1a-980d-23f4648029c8", "parentComponentId": null }, { "bbox": { "h": 0.16, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "There is a case study for creative acquisition accounting in the engineering sector that famously foretold problems ahead of a major stock collapse. In June 2014, Prescience Point released a report on Chicago Bridge & Iron (NYSE: CBI) which argued that CBI's frequent changes to the purchase price accounting for the acquisition of Shaw Group were used to create reserves that were used to bolster margins. Notably, Prescience Point observed liability accounts increasing and offset largely with goodwill increasing to create a \"cookie jar\". This is similar to what we see occurring at WSP. CBI was ultimately acquired by McDermott International, Inc. (NYSE: MDR) which was later dragged into bankruptcy in 2020.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.451+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e11481fb-7209-451c-89bb-57b0c9784682", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "Creative Acquisition Counting Conceals Financial Problems, Inflates Profitability — Prescient Point Research", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:29+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b331-42a16c6d90be", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.96, "x": 0.02, "y": 0.96 }, "kind": "source-note", "text": "Source: Bloomberg, Buffet Discloses CBI Investment, Case Settlement, Prescience Point report, CBI CFO retirement, McDermott acquires CBI and later files for bankruptcy", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.451+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1d07a48f-ec45-4025-be36-188940064d61", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.38, "x": 0.31, "y": 0.04 }, "kind": "title", "text": "Case Study: Chicago Bridge & Iron (CBI)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.451+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "10fe7dba-5bc8-46e3-8207-a14f47767e74", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "70f84105-5e1f-4d09-a651-cc57c480210c", "evidence": "Uses the CBI case study to argue that WSP's current accounting practices will lead to a similar outcome.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:31.451+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 42, "frameworkName": "argument-from-analogy" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 43, "type": "tension", "title": "Uses a 'CEO quote vs reality' structure to highlight the contradiction.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 88, "componentCount": 11, "textChars": 1193, "nDataPoints": 18, "notes": "Uses a 'CEO quote vs reality' structure to highlight the contradiction.", "elementsJson": [ "headline_text", "callout_box", "quote_block", "comparison_table", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:36.526+00", "seconds": 8.554, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/43", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-43", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.07, "w": 0.22, "x": 0.75, "y": 0.68 }, "kind": "callout", "text": "Includes embedded payroll costs too", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:36.526+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "39a0d1c9-8039-4060-8fe1-e6bc9deb5d35", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.22, "x": 0.75, "y": 0.57 }, "kind": "callout", "text": "Ordinary and necessary costs to implement its roll-up strategy", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:36.526+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b1f523e2-7bc4-46dd-828c-254ddf29199e", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.22, "x": 0.75, "y": 0.78 }, "kind": "callout", "text": "Potentially Dubious Provision Accounting Adjustment", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:36.526+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d38c0ab6-7c0e-4702-8821-1ed101a8cbaf", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "Spruce Point believes that WSP's Adj. EBITDA margin increase is purely an accounting mirage.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:29+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b331-21f9a71c072d", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "EBITDA margin: 15.6%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:29+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b331-29e0a236e518", "parentComponentId": null }, { "bbox": { "h": 0.09, "w": 0.94, "x": 0.03, "y": 0.17 }, "kind": "paragraph", "text": "Spruce Point believes that WSP's Adj. EBITDA margin increase is purely an accounting mirage. WSP's business strategy is to be an industry roll-up acquiror in the engineering services industry. Yet, the Company wants investors to ignore ordinary and necessary costs to implement its strategy. In reality, we believe that WSP's margins are not increasing, but rather declining.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:36.526+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2362625f-605a-493c-8624-8972a5e60be8", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.82, "x": 0.15, "y": 0.28 }, "kind": "quote", "text": "Our capacity to improve our margin profile provides us with the confidence to achieve the strategic planned target to increase adjusted EBITDA margin annually by 30 to 50 basis points.", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": null, "subkind": { "name": "Testimonial", "slug": "testimonial", "status": "active", "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8", "version": 1, "description": null }, "framework": null }, "subkind": "testimonial", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:36.526+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c4396975-779c-43fb-98de-24c37ffa81d6", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "Our capacity to improve our margin profile provides us with the confidence to achieve the strategic planned target to increase adjusted EBITDA margin annually by 30 to 50 basis points. — CFO Michaud Q3'23", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:29+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b331-271654b65048", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.45, "x": 0.03, "y": 0.95 }, "kind": "source-note", "text": "Source: WSP results, Q3 2023 Earnings Call and Spruce Point analysis.", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:36.526+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "503e2845-7db8-49a8-9e01-601a12a64e2b", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.72, "x": 0.03, "y": 0.4 }, "kind": "table", "text": "WSP vs. Spruce Point Adjusted EBITDA table", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:36.526+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "966c24c7-8e31-4cc0-a1d1-d94f8c5ccce9", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.65, "x": 0.31, "y": 0.02 }, "kind": "title", "text": "Our Analysis Illustrates That Margins Are Not Improving....", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:36.526+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1c65f2a4-de63-4a10-940e-9df37bbfc536", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "d6135a1f-29bd-4f0d-b5ea-c78e18e132b3", "evidence": "Contrasts CFO quote with Spruce Point's adjusted financial analysis.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 20:28:36.526+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 43, "frameworkName": "ceo-quote-contradiction" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 44, "type": "setup", "title": "Includes Spruce Point Capital Management logo (the tree).", "function": "front_matter", "rawType": "cover", "block": null, "metadata": { "slideType": "cover", "slideTypeCanon": { "name": "Cover", "slug": "cover", "status": "active", "canonId": "019de52d-05f2-729d-9f93-e0504f0a2410", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 10, "componentCount": 3, "textChars": 271, "nDataPoints": 0, "notes": "Includes Spruce Point Capital Management logo (the tree).", "elementsJson": [ "headline_text", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:34.682+00", "seconds": 6.675, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/44", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-44", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.03, "w": 0.5, "x": 0.45, "y": 0.95 }, "kind": "disclaimer", "text": "Proprietary and Confidential –May Not Be Distributed or Copied Without Spruce Point Capital Management, LLC Consent", "attrs": null, "canon": { "kind": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc", "version": 1, "description": "Legal/cautionary text that occupies most of the body of its slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:34.682+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9357b5c6-1a59-48a5-bc0e-e2638b4c4cef", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.2, "x": 0.07, "y": 0.3 }, "kind": "image", "text": "Spruce Point Capital Management logo", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Logo", "slug": "logo", "status": "active", "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302", "version": 1, "description": null }, "framework": null }, "subkind": "logo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:34.682+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "19db438b-31b4-41b3-b618-08cf3c54ecaf", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.6, "x": 0.35, "y": 0.38 }, "kind": "title", "text": "New Whistleblower Allegations of Tax Evasion And A Look At WSP’s Normalized Free Cash Flow Indicates Large Overstatement", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:34.682+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8b2ffbc2-9431-464e-bca3-80cb46fab3cb", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 45, "type": "tension", "title": "Uses a two-column layout to contrast corporate policy with specific allegations.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 86, "componentCount": 10, "textChars": 3055, "nDataPoints": 0, "notes": "Uses a two-column layout to contrast corporate policy with specific allegations.", "elementsJson": [ "headline_text", "paragraph", "callout_box", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:37.928+00", "seconds": 9.909, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/45", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-45", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Arora reported potential income tax evasion by WSP entities in India through five emails sent under the Whistleblower mechanism from September 2018 to January 2019. Despite assurances of protection against retaliation in the company's code of conduct, he was dismissed on June 11, 2019.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:31+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b333-0ef9f35605b2", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.65, "x": 0.32, "y": 0.41 }, "kind": "paragraph", "text": "The Income Tax Department (I-T dept) recently informed the Delhi High Court (Delhi HC) that the investigation into tax evasion by WSP Consultants India Private Limited is ongoing and will be concluded logically. Arora reported potential income tax evasion by WSP entities in India through five emails sent under the Whistleblower mechanism from September 2018 to January 2019. Despite assurances of protection against retaliation in the company's code of conduct, he was dismissed on June 11, 2019. He also alleged that WSP India continued evading income tax in the financial year 2021-22 by misrepresenting transactions with related parties as arm's length.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:37.928+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0ff08284-24b6-43a0-9ac4-903e0d800a14", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.28, "x": 0.03, "y": 0.41 }, "kind": "paragraph", "text": "Whistleblowing Service: WSP is committed to promoting ethical and honest behaviour and ensuring that WSP co-workers feel safe and secure in their work environment. In support of this commitment, WSP operates an anonymous Whistleblowing Service through an independent third party, Expolink, to facilitate reporting of potential misconduct.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:37.928+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "59b7a4d1-f8a8-4821-9966-effc36b26643", "parentComponentId": null }, { "bbox": { "h": 0.18, "w": 0.94, "x": 0.03, "y": 0.16 }, "kind": "paragraph", "text": "India's Business Standard recently reported that a former WSP India employee is a whistleblower in a case that alleges tax evasion in the tens of millions. Jyoti Arora reported potential income tax evasion by WSP entities in India through five emails sent under the Whistleblower mechanism from September 2018 to January 2019. Despite assurances of protection against retaliation in the company's code of conduct, he was dismissed on June 11, 2019. WSP stopped including information about its Whistleblowing Service after the filing in the 2017 Annual Report and WSP ceased disclosure of WSP Consultants India Ltd. after the 2015 Annual Information Form filed March 30, 2016.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:37.928+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7986c9c6-9162-4239-a9be-c97b992f17cb", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.65, "x": 0.32, "y": 0.67 }, "kind": "paragraph", "text": "To cloak the real nature of transactions between WSP India and the Associated Enterprises / Related parties, and to hoodwink the Indian authorities, a unique mechanism has been devised to cause loss to the revenue and get away with other statutory compliances a Service Agreement was crafted and created pursuant to which WSP India used to raise its invoices (generally on a monthly basis) seeking reimbursement of expenses done by it for and on behalf of the associated enterprises/related parties which used to fall under two heads – employee cost and fixed desk charges,\" the petition said.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:37.928+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b17b27e2-6c40-4250-b915-d184e9e5940a", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "\"The Income Tax Department (I-T dept) recently informed the Delhi High Court (Delhi HC) that the investigation into tax evasion by WSP Consultants India Private Limited is ongoing and will be concluded logically.\" — Business Standard", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:31+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b333-11ffbc535451", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.6, "x": 0.03, "y": 0.96 }, "kind": "source-note", "text": "Source: “Investigation of tax evasion by WSP India in progress: IT Dept tells HC,” Business Standard, Feb 11, 2024", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:37.928+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "820e7c50-7ca7-4e0d-b364-878cbe465ed5", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.65, "x": 0.31, "y": 0.03 }, "kind": "title", "text": "Cash Flow Could Be Inflated By Tax Evasion As Alleged By A Whistleblower", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:37.928+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "752f023f-3868-46c2-b7be-895f9cc2b50f", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.28, "x": 0.03, "y": 0.35 }, "kind": "title", "text": "Last Appeared In 2017 Annual Report", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:37.928+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0cf82cd2-76d9-40f5-b1fb-6472b236872b", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.65, "x": 0.32, "y": 0.35 }, "kind": "title", "text": "Jyoti Sawroop Arora, A Former Employee of WSP India", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:37.928+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "95ef787f-aac5-4595-bc5e-8f0cd9eff8a2", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "03499799-6f86-4df2-aca9-637ce76295b5", "evidence": "Contrasts corporate policy text with whistleblower allegations of misconduct.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 20:28:37.928+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 45, "frameworkName": "ceo-quote-contradiction" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 46, "type": "tension", "title": "The slide uses a 'villain' framing by highlighting redactions as evidence of malfeasance.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "balanced", "densityScore": 40, "componentCount": 7, "textChars": 421, "nDataPoints": 0, "notes": "The slide uses a 'villain' framing by highlighting redactions as evidence of malfeasance.", "elementsJson": [ "headline_text", "callout_box", "screenshot", "footnote" ], "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:31.649+00", "seconds": 3.379, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/46", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-46", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.08, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "callout", "text": "Spruce Point does not believe that WSP is helping its case for transparency or working to thwart tax evasion allegations by including heavily redacted corporate structure charts within its credit agreement.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.649+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a1050ba0-a93a-4e38-aa43-fb45435e4f90", "parentComponentId": null }, { "bbox": { "h": 0.34, "w": 0.43, "x": 0.53, "y": 0.24 }, "kind": "image", "text": "Europe & UK Corporate Chart", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Screenshot", "slug": "screenshot", "status": "active", "canonId": "019de52c-fd87-7509-8391-3d79fb339379", "version": 1, "description": null }, "framework": null }, "subkind": "screenshot", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.649+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1032b47b-7854-413e-b77f-234fd62c98cf", "parentComponentId": null }, { "bbox": { "h": 0.34, "w": 0.43, "x": 0.53, "y": 0.61 }, "kind": "image", "text": "LATAM Corporate Chart", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Screenshot", "slug": "screenshot", "status": "active", "canonId": "019de52c-fd87-7509-8391-3d79fb339379", "version": 1, "description": null }, "framework": null }, "subkind": "screenshot", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.649+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "35ac2059-6f78-409b-9387-3d1d243494a2", "parentComponentId": null }, { "bbox": { "h": 0.34, "w": 0.43, "x": 0.05, "y": 0.24 }, "kind": "image", "text": "Global Holding Corporate Chart", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Screenshot", "slug": "screenshot", "status": "active", "canonId": "019de52c-fd87-7509-8391-3d79fb339379", "version": 1, "description": null }, "framework": null }, "subkind": "screenshot", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.649+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4c5cecac-5f19-4e18-b0d4-2d85f2afd7c1", "parentComponentId": null }, { "bbox": { "h": 0.34, "w": 0.43, "x": 0.05, "y": 0.61 }, "kind": "image", "text": "Mideast, India and Africa Corporate Chart", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Screenshot", "slug": "screenshot", "status": "active", "canonId": "019de52c-fd87-7509-8391-3d79fb339379", "version": 1, "description": null }, "framework": null }, "subkind": "screenshot", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.649+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8dd9a356-ca76-4bf4-8920-c0314c6701e5", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.3, "x": 0.01, "y": 0.97 }, "kind": "source-note", "text": "Source: WSP Credit Agreement, August 8, 2022", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.649+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e76f90c7-a214-4ab1-864f-4a24a1828a3b", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.65, "x": 0.31, "y": 0.02 }, "kind": "title", "text": "Why Does WSP Heavily Redact Its Corporate Structure?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.649+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7f856a7a-c7e4-40d3-bd6f-6f2e3c7f78d7", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "377a0423-143d-4041-8e42-c7d11cb8467a", "evidence": "The slide uses redacted documents to imply corporate malfeasance and lack of transparency.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:31.649+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 46, "frameworkName": "fraud-exposure" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 47, "type": "tension", "title": "Uses a screenshot of a corporate filing to prove the existence of a hidden subsidiary.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 78, "componentCount": 8, "textChars": 1992, "nDataPoints": 1, "notes": "Uses a screenshot of a corporate filing to prove the existence of a hidden subsidiary.", "elementsJson": [ "headline_text", "callout_box", "data_table", "screenshot", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:31.836+00", "seconds": 3.552, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/47", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-47", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.12, "w": 0.72, "x": 0.26, "y": 0.8 }, "kind": "callout", "text": "WSP's Canadian SEDAR regulatory filings make no mention of Cyprus and notice carefully the spelling of the entity “WSPGRP” in contrast to other WSP entity names in the organization charts, may make it more difficult to search for and identify.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.836+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9cea6673-cbb4-4561-8b13-8180fb76dee5", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "WSP’s Canadian SEDAR regulatory filings make no mention of Cyprus and notice carefully the spelling of the entity “WSPGRP” in contrast to other WSP entity names in the organization charts, may make it more difficult to search for and identify.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:31+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b332-cdca1d94e7c2", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.98, "x": 0.01, "y": 0.94 }, "kind": "disclaimer", "text": "1) “Cyprus Confidential: Shining a light on tax evasion,” The Indian Express, November 20, 2023\n2) A search of OpenCorporates.com indicates that the Cyprus entity is unique and the only WSP entity coded as “WSPGRP”", "attrs": null, "canon": { "kind": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc", "version": 1, "description": "Legal/cautionary text that occupies most of the body of its slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.836+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "254ff70d-5cf9-4959-a284-3553742d64dd", "parentComponentId": null }, { "bbox": { "h": 0.21, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "WSP's organization chart for Mideast, India and Africa does not show any Indian entities, notably WSP Consultants India Private Ltd which was the entity referenced by the whistleblower. Spruce Point obtained the Indian entity filings and observes that it holds shares in WSPGRP Cyprus Holdings Ltd. WSP's organizational charts also obscure any connection to Cyprus. Cyprus has been frequently investigated by international journalists as a haven for tax evasion. Notably, an investigation by The Indian Express, in collaboration with the International Consortium of Investigative Journalists (ICIJ) called “Cyprus Confidential” focused on how Cyprus has become a preferred port of call for the global rich in their quest for a shadowy financial hub to wash dirty money.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.836+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cd2d2af9-63d3-41ec-8467-3e200f73a979", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "Cyprus Confidential: Shining a light on tax evasion — The Indian Express, November 20, 2023", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:31+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b332-d25ac539273d", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.15, "x": 0.04, "y": 0.82 }, "kind": "source-note", "text": "Source: India Corporate Registry", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.836+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8019f5fc-9961-40b8-b2e7-6b2455004e1f", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.92, "x": 0.04, "y": 0.4 }, "kind": "table", "text": "WSP Consultants India Private Ltd. III. PARTICULARS OF HOLDING, SUBSIDIARY AND ASSOCIATE COMPANIES (INCLUDING JOINT VENTURES) *No. of Companies for which information is to be given 1 Pre-fill All S.No Name of the company CIN / FCRN Holding/ Subsidiary/Associate/ Joint Venture % of shares held 1 WSPGRP Cyprus Holdings Limi Holding 100", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.836+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5569ae0d-77e9-490c-b3bd-05102707ebe9", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.65, "x": 0.31, "y": 0.03 }, "kind": "title", "text": "WSP India's Connection To Cyprus, A Haven Blasted For Tax Evasion", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.836+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0b37ab76-6ba0-4f80-8a99-c7bcb569ea79", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "c9015f97-7f34-4a71-b0c5-33f814449c42", "evidence": "Exposing hidden corporate structures and potential tax evasion", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:31.836+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 47, "frameworkName": "fraud-exposure" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 48, "type": "tension", "title": "The slide uses red underlining to highlight specific text in the quoted excerpt from the WSP Annual Report.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "dense", "densityScore": 58, "componentCount": 6, "textChars": 2396, "nDataPoints": 0, "notes": "The slide uses red underlining to highlight specific text in the quoted excerpt from the WSP Annual Report.", "elementsJson": [ "headline_text", "callout_box", "paragraph", "bullet_list", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:32.324+00", "seconds": 4.006, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/48", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-48", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "callout", "text": "WSP's geographic reporting bears little resemblance to geographic realities, especially with respect to India. It is universally accepted that India is a country in South Asia. Many public companies report Europe, the Mideast and Africa together as EMEA. WSP singles out India specifically and reports EMEIA. WSP also has an Asia Pacific (APAC) reporting segment but does not include India within its Asia operating segment. WSP should clarify why India is uniquely important to its financial reporting considering whistleblower allegations of tax evasion.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.324+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d378de5f-a492-493a-b253-2399944b5989", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "WSP should clarify why India is uniquely important to its financial reporting considering whistleblower allegations of tax evasion.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:29+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b331-5e633acd905b", "parentComponentId": null }, { "bbox": { "h": 0.48, "w": 0.82, "x": 0.09, "y": 0.41 }, "kind": "paragraph", "text": "SEGMENTED INFORMATION\n\nThe Corporation manages its business by geographic region. The Corporation's operating segments represent countries, or groups of countries, in which it operates. The Corporation has four reportable segments: Canada, Americas (US and Latin America), EMEIA (Europe, Middle East, India and Africa) and APAC (Asia Pacific, comprising Asia, Australia and New Zealand). Management has applied the following judgments to aggregate certain operating segments:\n\n- Americas - The operating segments of US and Latin America are in the same geographic region of the Americas and have been aggregated as the Latin America operating segment does not meet any of the quantitative thresholds to be reported separately.\n- EMEIA - The operating segments of the United Kingdom \"UK\" and Ireland, Nordic European countries and Central European countries have been aggregated as these segments have similar products and services, the same types of customers and operate in similar economies. The Middle East, India and Africa operating segments have also been aggregated in EMEIA as they do not meet any of the quantitative thresholds to be reported separately.\n- APAC - The operating segments of Australia and New Zealand have been aggregated as these segments have similar products and services, the same types of customers and operate in similar economies. The Asia operating segment has also been aggregated in APAC as it does not meet any of the quantitative thresholds to be reported separately and it is part of the same geographic region.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.324+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "326524f1-1634-4fbe-a8c8-bbed08ca3810", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.45, "x": 0.09, "y": 0.95 }, "kind": "source-note", "text": "Source: WSP Annual Report, red underline Spruce Point emphasis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.324+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0da9fbd4-8a1d-4924-905c-e856f32cd59b", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.65, "x": 0.31, "y": 0.03 }, "kind": "title", "text": "Why Does WSP Include India With Europe And Africa And Not Asia?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.324+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "37c72325-f8a4-4660-a13e-3d70a1338f68", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.82, "x": 0.09, "y": 0.35 }, "kind": "title", "text": "WSP's Geographic Segment Description", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.324+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a1d704e9-856e-4e1a-8926-3152b26eac93", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "754c134d-77ce-4b81-91d2-b89a3f9dcc60", "evidence": "The slide explicitly links geographic reporting anomalies to whistleblower allegations of tax evasion.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:32.324+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 48, "frameworkName": "fraud-exposure" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 49, "type": "tension", "title": "Uses a comparative structure to contrast two different earnings call transcripts.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "dense", "densityScore": 57, "componentCount": 6, "textChars": 1254, "nDataPoints": 4, "notes": "Uses a comparative structure to contrast two different earnings call transcripts.", "elementsJson": [ "headline_text", "callout_box", "quote_block", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:31.278+00", "seconds": 2.943, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/49", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-49", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Spruce Point also takes issue with management's claims that tax issues are the culprit for recent cash flow headwinds.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:31+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b332-a42166958eb4", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "Spruce Point also takes issue with management's claims that tax issues are the culprit for recent cash flow headwinds. Management pointed out that the Wood E&I acquisition had a $200 million tax benefit that would allow WSP to reduce its future tax burden. However, it did not pro forma adjust its Free Cash Flow conversion to present a normalized conversion rate absent this benefit. Yet, when tax issues became a headwind, management was quick to point out the figure and adjust its conversion rate accordingly.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.278+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "202f6020-468a-4f45-99ba-e6e987d5a8f4", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "The transaction is based on a cash consideration of USD 1.81 billion, which includes a tax benefit with a net present value of USD 200 million. The $200 million tax benefit comes from an election made by the seller as part of the transaction, resulting in amortizable goodwill for tax purposes, allowing us to reduce annually the amount of tax that WSP will have to pay in the future. — CFO Michaud, John Wood E&I Acquisition Call, June 1, 2022", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:31+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b332-a9e4040a4ad0", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.3, "x": 0.01, "y": 0.97 }, "kind": "source-note", "text": "Source: WSP financial results and Q4'23 earnings call", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.278+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ea25232c-2ebb-435d-8ffa-dd7e5f66bb88", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.96, "x": 0.02, "y": 0.33 }, "kind": "table", "text": "Comparison of management quotes regarding tax benefits vs tax headwinds.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.278+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3e3f305e-8cd1-4524-9cb6-f619d62ea7e7", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.65, "x": 0.31, "y": 0.02 }, "kind": "title", "text": "WSP Speaks From Both Sides Of Its Mouth On Tax Effects", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.278+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7aeb57fa-fdca-4c72-bac4-4d0fbadb08d0", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "b13163df-8b06-4c11-b9a7-fed3cba28fea", "evidence": "Contrasting two quotes from different time periods to expose inconsistent management logic.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 20:28:31.278+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 49, "frameworkName": "ceo-quote-contradiction" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 50, "type": "tension", "title": "Uses red boxes to highlight specific line items in the cash flow statement and a callout box to emphasize the lack of footnote disclosure.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 83, "componentCount": 9, "textChars": 1256, "nDataPoints": 24, "notes": "Uses red boxes to highlight specific line items in the cash flow statement and a callout box to emphasize the lack of footnote disclosure.", "elementsJson": [ "headline_text", "paragraph", "callout_box", "data_table", "kpi_table", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:32.463+00", "seconds": 4.097, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/50", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-50", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.08, "w": 0.23, "x": 0.21, "y": 0.41 }, "kind": "callout", "text": "Full amount through income statement added back", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.463+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "30a1b8ec-820e-4fae-86a2-55e092bf87f0", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.35, "x": 0.63, "y": 0.81 }, "kind": "callout", "text": "Large increase in financing expense that doesn't impact operating or free cash flow. No footnote detail.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.463+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3d1b13f9-3626-40ff-9481-5d44afafc377", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Operating Cash Flow: $196 million", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:30+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b332-54c18761376b", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "GAAP requires interest expense to be an operating cash flow whereas under IFRS the guidance is less clear and it may be classified as either an operating or financing expense.(1) WSP allocates net financing expense as a financing cash flow with no footnote detail. Neither of WSP's closest Canadian peers reporting under IFRS such as SNC-Lavalin or Stantec report in this fashion. To be conservative and evaluate WSP's cash flow on an apples-to-apples basis, we believe investors should reclassify the $196 million of financing interest expense as an operating expense. We estimate that WSP's operating cash flow conversion and margin declined in 2023.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.463+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1dc1a5b4-71cc-4ef4-8c1a-5adc0e0f1ed7", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "PWC Viewpoint US IFRS vs. US GAAP; 15.8 Statement of cash flows — PWC", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:30+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b332-505a6c92a337", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.45, "x": 0.02, "y": 0.96 }, "kind": "source-note", "text": "Source, WSP Annual Report; 1) PWC Viewpoint US IFRS vs. US GAAP; 15.8 Statement of cash flows", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.463+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "22592b15-088f-457d-a6ff-e0e200a6321c", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.61, "x": 0.02, "y": 0.36 }, "kind": "table", "text": "Cash flow statement excerpt showing operating and financing activities for 2023 and 2022.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.463+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "12b3265b-4fd6-4019-9dfb-fee2ef505c0e", "parentComponentId": null }, { "bbox": { "h": 0.42, "w": 0.35, "x": 0.63, "y": 0.36 }, "kind": "table", "text": "Spruce Point Adjusted Cash Flow table comparing 2022 and 2023 metrics.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.463+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f52037f1-de54-4dc9-bbf3-af2143c531a4", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.68, "x": 0.31, "y": 0.02 }, "kind": "title", "text": "We Believe WSP Inflates Operating Cash Flow By Allocating Interest Expenses As Financing Cash Flows", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.463+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e49ccc20-e124-47a5-83f0-a57c928d7e7d", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "d0de1e4d-2da8-4199-ba50-d33be542866a", "evidence": "The slide explicitly claims inflation of cash flow metrics through accounting misclassification.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:32.463+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 50, "frameworkName": "fraud-exposure" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 51, "type": "tension", "title": "Uses side-by-side comparison of Yahoo Finance and Bloomberg data to highlight reporting discrepancies.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "dense", "densityScore": 60, "componentCount": 7, "textChars": 773, "nDataPoints": 50, "notes": "Uses side-by-side comparison of Yahoo Finance and Bloomberg data to highlight reporting discrepancies.", "elementsJson": [ "headline_text", "callout_box", "screenshot", "data_table", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:31.623+00", "seconds": 3.154, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/51", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-51", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Whereas on the surface, WSP's 2023 operating cash flow growth was 21%, but adjusted for the interest expense misclassification, it was less spectacular at 7.4%.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:29+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b331-ce8796943027", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "operating cash flow: 7.4%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:29+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b331-d3ba6443494c", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "Garbage in, garbage out means that financial data aggregators take WSP's financial reporting at face value and completely ignore any interest expense costs as part of operating cash flow. As a result, we believe valuation models tied to operating cash flow growth are misguided. Whereas on the surface, WSP's 2023 operating cash flow growth was 21%, but adjusted for the interest expense misclassification, it was less spectacular at 7.4%.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.623+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "36d9b0e9-0830-468e-8880-5dd91fc7e134", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.93 }, "kind": "source-note", "text": "Source: Yahoo!Finance and Bloomberg, Spruce Point red emphasis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.623+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "58cb393c-605a-41b4-b945-d71fcaf618ee", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.6, "x": 0.38, "y": 0.34 }, "kind": "table", "text": "Bloomberg data table", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.623+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0b6a0187-98c4-450c-a89f-63ac8eeef2c9", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.36, "x": 0.02, "y": 0.34 }, "kind": "table", "text": "Yahoo Finance Canada data table", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.623+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8e6fd072-bb42-482c-8f57-becb81fb05a0", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.65, "x": 0.315, "y": 0.04 }, "kind": "title", "text": "Cash Flow Is Garbage In, Garbage Out", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.623+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "37b2a3d2-8874-4c10-a2a2-86f75d07051d", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "3777b636-9db4-4163-8ec9-45722bdaf1a7", "evidence": "Exposing misclassification of financial data to invalidate valuation models.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:31.623+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 51, "frameworkName": "fraud-exposure" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 52, "type": "tension", "title": "Uses a 'before-after' style logic to expose management's aggressive accounting.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 86, "componentCount": 9, "textChars": 1580, "nDataPoints": 22, "notes": "Uses a 'before-after' style logic to expose management's aggressive accounting.", "elementsJson": [ "headline_text", "callout_box", "quote_block", "comparison_table" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:31.726+00", "seconds": 3.206, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/52", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-52", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "By reclassifying this as an operating expense and cash flow reduction, consistent with industry peers, we estimate WSP's adj. free cash flow conversion is 36% - 41%.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:29+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b331-a86f6c1b21c8", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "free cash flow conversion: 36% - 41%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:29+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b331-b1f41c1b80e2", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.96, "x": 0.02, "y": 0.16 }, "kind": "paragraph", "text": "We are not impressed with WSP's free cash flow. Management claimed it would exceed net earnings and blamed the recent shortfall on tax regulation changes. However, even despite this issue, we believe WSP generated free cash flow by materially pulling back on capital spending relative to its initial guidance. As previously referenced, WSP runs $196.6m of net interest expense (ex: interest on lease liabilities) through the financing section of its cash flow. By reclassifying this as an operating expense and cash flow reduction, consistent with industry peers, we estimate WSP's adj. free cash flow conversion is 36% - 41%.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.726+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "29061783-2a14-4706-b4e0-c8e0187e291f", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.96, "x": 0.02, "y": 0.33 }, "kind": "quote", "text": "CEO: \"What makes WSP so unique in its ability to convert consistently higher net income into free cash flow.\" CFO: \"Cash management will continue to be a focus, and we expect that our free cash flow will annually exceed our net earnings.\"", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": null, "subkind": { "name": "Pull quote", "slug": "pull-quote", "status": "active", "canonId": "019de52c-fbf9-76fe-97e1-a0b7540445c9", "version": 1, "description": null }, "framework": null }, "subkind": "pull-quote", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.726+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "45800952-ce5e-4a56-8302-980b58f873dd", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "CEO: \"What makes WSP so unique in its ability to convert consistently higher net income into free cash flow.\" CFO: \"Cash management will continue to be a focus, and we expect that our free cash flow will annually exceed our net earnings.\" — CEO and CFO, Analyst Day, March '22", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:29+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b331-ad5718b6c709", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.5, "x": 0.02, "y": 0.96 }, "kind": "source-note", "text": "Source: WSP financial results and Q4'23 earnings call; Spruce Point adjustments", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.726+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "928c90cb-1468-465d-bf99-9160895247b2", "parentComponentId": null }, { "bbox": { "h": 0.48, "w": 0.53, "x": 0.45, "y": 0.43 }, "kind": "table", "text": "Spruce Point Adj. 2023 Free Cash Flow Conversion table", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.726+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1bf97bd6-2b5f-41d1-bab1-57365e5b5e53", "parentComponentId": null }, { "bbox": { "h": 0.48, "w": 0.42, "x": 0.02, "y": 0.43 }, "kind": "table", "text": "WSP's 2023 Free Cash Flow Conversion Claim table", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.726+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f8fb2a93-8714-4f71-8ac2-0ae17cc1b823", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.65, "x": 0.31, "y": 0.02 }, "kind": "title", "text": "Free Cash Flow Conversion Even Worse Given Capex Deferrals", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.726+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e43d9a0c-ffba-47d1-a499-bb26809da978", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "b1e9af2e-8e64-41d1-b931-f3e92fff86e3", "evidence": "Contrasts management's claim of high conversion with the analyst's adjusted lower figures.", "framework": null, "confidence": 0.95, "extraction": { "at": "2026-05-02 20:28:31.726+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 52, "frameworkName": "ceo-quote-contradiction" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 53, "type": "setup", "title": "The chart uses a reclassification methodology to adjust WSP's cash flow metrics for comparison.", "function": "compare_peers", "rawType": "peer_benchmark", "block": null, "metadata": { "slideType": "peer_benchmark", "slideTypeCanon": { "name": "Peer benchmark", "slug": "peer_benchmark", "status": "active", "canonId": "019de52d-08f0-7158-a78d-d7b5331fefaf", "version": 1, "description": null }, "function": "compare_peers", "functionCanon": { "name": "Compare peers", "slug": "compare_peers", "status": "active", "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630", "version": 1, "description": null }, "density": "balanced", "densityScore": 33, "componentCount": 5, "textChars": 476, "nDataPoints": 16, "notes": "The chart uses a reclassification methodology to adjust WSP's cash flow metrics for comparison.", "elementsJson": [ "headline_text", "callout_box", "bar_chart_vertical", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:30.849+00", "seconds": 2.265, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/53", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-53", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.08, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "callout", "text": "By reclassifying WSP's net financing expense as an operational cash flow as opposed to a financing cash flow, we find that the Company's operating cash flow margin lags the industry average.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:30.849+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5b641365-c1b4-47ce-a856-437d949e9803", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.7, "x": 0.18, "y": 0.3 }, "kind": "chart", "text": "LTM Cash From Operations Margin", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Vertical bar chart", "slug": "bar-vertical", "status": "active", "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917", "version": 1, "description": null }, "framework": null }, "subkind": "bar-vertical", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:30.849+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "38c5ce4c-7fd2-495b-945b-8f6d8de11c8e", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "LTM Cash From Operations Margin: 5.5%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:30+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b332-1cdc30cf0903", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.96, "x": 0.02, "y": 0.96 }, "kind": "source-note", "text": "Source: Company financials. Note: As a percentage of gross revenues and cash flows adjusted for cash payments made to settle employee compensation schemes.", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:30.849+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0f171bc3-35a2-49fe-b633-5acff91faac6", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.65, "x": 0.31, "y": 0.05 }, "kind": "title", "text": "Our Analysis Indicates That WSP's Cash Flow Lags Industry Peers", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:30.849+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "669d684d-08c5-4f4d-a786-15c4935d5a99", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "dece471a-9e73-415f-9720-96144c7c0a9a", "evidence": "Comparison of WSP against industry peers on a specific financial metric.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:30.849+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 53, "frameworkName": "comparison_frame" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 54, "type": "tension", "title": "The slide highlights a specific accounting error where intercompany loan cash flows were misclassified, requiring a restatement in the 2022 report for the 2021 ", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "dense", "densityScore": 74, "componentCount": 8, "textChars": 1861, "nDataPoints": 0, "notes": "The slide highlights a specific accounting error where intercompany loan cash flows were misclassified, requiring a restatement in the 2022 report for the 2021 comparative figures.", "elementsJson": [ "headline_text", "callout_box", "screenshot", "data_table" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:31.631+00", "seconds": 2.954, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/54", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-54", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.07, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "callout", "text": "WSP is capable of misclassifying cash flows in error as evidenced by a recent restatement made at WSP UK Limited in 2021. There was no disclosure of this event in WSP's Annual Report.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.631+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c34887d9-170c-47e6-b6a3-96d37f6ff6d8", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "The Company has a number of loan arrangements with fellow Group entities. In error, cashflow transactions associated with these loan arrangements were presented within \"Cash generated from operating activities\" within the Statement of Cash Flows.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:30+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b332-7393e789819c", "parentComponentId": null }, { "bbox": { "h": 0.68, "w": 0.32, "x": 0.02, "y": 0.25 }, "kind": "image", "text": "2021 Statement of Cash Flows", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Screenshot", "slug": "screenshot", "status": "active", "canonId": "019de52c-fd87-7509-8391-3d79fb339379", "version": 1, "description": null }, "framework": null }, "subkind": "screenshot", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.631+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "57599a27-b8c8-4cd9-8e1c-609d98a2dd59", "parentComponentId": null }, { "bbox": { "h": 0.68, "w": 0.32, "x": 0.35, "y": 0.25 }, "kind": "image", "text": "2022 Statement of Cash Flows (Restated 2021)", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Screenshot", "slug": "screenshot", "status": "active", "canonId": "019de52c-fd87-7509-8391-3d79fb339379", "version": 1, "description": null }, "framework": null }, "subkind": "screenshot", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.631+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cde6c996-99f6-4f4d-9620-87779dcb1573", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.3, "x": 0.68, "y": 0.35 }, "kind": "paragraph", "text": "The Company has a number of loan arrangements with fellow Group entities. In error, cashflow transactions associated with these loan arrangements were presented within \"Cash generated from operating activities\" within the Statement of Cash Flows. As a result, the 2021 comparative figures in the Statement of Cash Flows have been restated to present cashflow transactions associated with loans receivable within \"Cash generated from investing activities\" and cashflow transactions associated with loans payable within \"Cash generated from financing activities\" in line with the requirements of IAS 7 Statement of Cash Flows.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.631+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "43e39088-f410-4bf2-ae06-7f36dad7dde6", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "\"The Company has a number of loan arrangements with fellow Group entities. In error, cashflow transactions associated with these loan arrangements were presented within \"Cash generated from operating activities\" within the Statement of Cash Flows. As a result, the 2021 comparative figures in the Statement of Cash Flows have been restated to present cashflow transactions associated with loans receivable within \"Cash generated from investing activities\" and cashflow transactions associated with loans payable within \"Cash generated from financing activities\" in line with the requirements of IAS 7 Statement of Cash Flows.\" — WSP UK Limited Error Disclosure", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:30+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b332-756f6d528d88", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.02, "y": 0.97 }, "kind": "source-note", "text": "Source: Companies House UK", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.631+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2766763a-1cd5-42a4-b5aa-af8936667822", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.65, "x": 0.31, "y": 0.03 }, "kind": "title", "text": "Evidence of Cash Flow Errors Requiring Restatement", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:31.631+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "81e62eb9-bd9f-4b91-bc5d-cd7e6a9b77e7", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "2e719d0b-8a30-459b-b979-fdcef6d4b954", "evidence": "The slide explicitly identifies an accounting error and lack of disclosure as evidence of misclassification.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:31.631+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 54, "frameworkName": "fraud-exposure" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 55, "type": "tension", "title": "The slide uses a red line to visually connect the reported 1.5x ratio to the adjusted 2.3x ratio.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "dense", "densityScore": 67, "componentCount": 8, "textChars": 755, "nDataPoints": 24, "notes": "The slide uses a red line to visually connect the reported 1.5x ratio to the adjusted 2.3x ratio.", "elementsJson": [ "headline_text", "callout_box", "data_table", "data_table" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:32.358+00", "seconds": 3.597, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/55", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-55", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "As a result, we believe its true leverage is closer to 2.3x and not 1.5x.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:29+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b331-e8c5f6868225", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Net Debt / EBITDA: 2.3x", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:29+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b331-ecefffbcf967", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "Spruce Point believes that WSP gives an inadequate depiction of its true financial leverage. Notably, it fails to account for lease obligations and unfunded pension obligations. As we previously, illustrated we also believe that its Adj. EBITDA ignores ordinary and necessary costs to execute its strategy. As a result, we believe its true leverage is closer to 2.3x and not 1.5x.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.358+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cfd9a478-72f2-45b4-831f-8e5637efe027", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.02, "y": 0.71 }, "kind": "source-note", "text": "Source: Annual Report", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.358+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8c07ab4b-e078-4cb1-a4d2-e0ba8646f139", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.47, "x": 0.51, "y": 0.94 }, "kind": "source-note", "text": "1) See prior slide on our Adj. EBITDA. In addition, we add back $40.9 and $6.3m, respectively of lease and pension expense. See Note 11 of Annual Report", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.358+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e2b3909e-0280-4468-8390-c5187ea8b236", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.47, "x": 0.02, "y": 0.31 }, "kind": "table", "text": "WSP's Reported Leverage table", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.358+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "173bd846-d08d-4679-844e-cdbc3a24b02b", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.47, "x": 0.51, "y": 0.31 }, "kind": "table", "text": "Spruce Point's Adjusted Leverage table", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.358+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b0edd27d-1321-4eed-b3cb-3091141776be", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.65, "x": 0.31, "y": 0.04 }, "kind": "title", "text": "We Believe WSP Understates Its Leverage", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.358+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6a44d4cd-9999-45ac-82d8-d8270535f118", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "6f9f8c10-c460-42ef-854d-d4568740946c", "evidence": "The slide explicitly argues that the company is misrepresenting its financial health (leverage) to investors.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:32.358+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 55, "frameworkName": "fraud-exposure" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 56, "type": "setup", "function": "transition", "rawType": "section_divider", "block": null, "metadata": { "slideType": "section_divider", "slideTypeCanon": { "name": "Section divider", "slug": "section_divider", "status": "active", "canonId": "019de52d-066a-7402-9554-6ae504999041", "version": 1, "description": null }, "function": "transition", "functionCanon": { "name": "Transition", "slug": "transition", "status": "active", "canonId": "019de52d-1365-7149-92aa-66df859e75fd", "version": 1, "description": null }, "density": "sparse", "densityScore": 8, "componentCount": 3, "textChars": 178, "nDataPoints": 0, "notes": null, "elementsJson": [ "other" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:30.891+00", "seconds": 1.965, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/56", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-56", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.012, "w": 0.52, "x": 0.453, "y": 0.96 }, "kind": "disclaimer", "text": "Proprietary and Confidential –May Not Be Distributed or Copied Without Spruce Point Capital Management, LLC Consent", "attrs": null, "canon": { "kind": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc", "version": 1, "description": "Legal/cautionary text that occupies most of the body of its slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:30.891+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "75689602-a53f-4d37-ad5e-918435943c8f", "parentComponentId": null }, { "bbox": { "h": 0.39, "w": 0.203, "x": 0.073, "y": 0.305 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:30.891+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "aa086343-e9e1-4bc9-842a-23568d72e0b4", "parentComponentId": null }, { "bbox": { "h": 0.106, "w": 0.615, "x": 0.358, "y": 0.447 }, "kind": "title", "text": "We Have Little Faith In WSP’s Governance And Board Misalignment", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:30.891+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b8adaa74-51b4-4e0f-b7e0-fc7671bab373", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 57, "type": "tension", "title": "Uses a table to link specific audit committee members to their past roles and associated governance/financial concerns.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "dense", "densityScore": 51, "componentCount": 6, "textChars": 965, "nDataPoints": 2, "notes": "Uses a table to link specific audit committee members to their past roles and associated governance/financial concerns.", "elementsJson": [ "headline_text", "paragraph", "comparison_table", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:34.785+00", "seconds": 5.576, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/57", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-57", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "WSP needs to act like a global leader in engineering services and not a provincial good old boys (and girls) club of Montreal-based business executives.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:31+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b332-8a8d78d23542", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "WSP needs to act like a global leader in engineering services and not a provincial good old boys (and girls) club of Montreal-based business executives. Only 18% and 21% of WSP's net revenues and Adj. EBITDA are derived from Canada.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:34.785+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "57ca453d-8da9-44dc-84e9-edc02934834c", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "\"CGI's corporate performance - and stock price - warrant scrutiny. Among them are decreasing cash flow - a key metric of financial health - and falling bookings of new business, as well as various \"accounting conventions\" that have improved CGI's earnings, in part through recognizing revenue already counted by Logica plc, a big technology company CGI bought last year.\" — Newsweek", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:31+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b332-8f8d00887d14", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.4, "x": 0.02, "y": 0.95 }, "kind": "source-note", "text": "Source: WSP Audit Committee, 1) “Taking It in the shorts”, Newsweek, Dec 4, 2013", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:34.785+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7589ab1a-c6c0-48ed-959a-b14096e7d0b3", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.96, "x": 0.02, "y": 0.3 }, "kind": "table", "text": "Table detailing Individual, Prior Company and Role, and Concern for four audit committee members.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:34.785+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0845d2b7-c226-4be7-b7c3-b8815d5c60e8", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.37, "x": 0.315, "y": 0.04 }, "kind": "title", "text": "Audit Committee Issues", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:34.785+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "68d4dd03-a806-4c99-9ac1-54652058a462", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "e226c61b-e60c-4068-b2d0-3755ad07c149", "evidence": "The slide explicitly links committee members to past financial transparency and accounting concerns to undermine their credibility.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:34.785+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 57, "frameworkName": "fraud-exposure" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 58, "type": "tension", "title": "The slide uses a red box to highlight the former CEO's disproportionate ownership compared to other directors.", "function": "name_villain", "rawType": "villain_critique", "block": null, "metadata": { "slideType": "villain_critique", "slideTypeCanon": { "name": "Villain critique", "slug": "villain_critique", "status": "active", "canonId": "019de52d-10bc-7136-bf20-09de59d17447", "version": 1, "description": null }, "function": "name_villain", "functionCanon": { "name": "Name villain", "slug": "name_villain", "status": "active", "canonId": "019de52d-1746-70d6-bc58-5eeaf5865526", "version": 1, "description": null }, "density": "dense", "densityScore": 62, "componentCount": 7, "textChars": 854, "nDataPoints": 42, "notes": "The slide uses a red box to highlight the former CEO's disproportionate ownership compared to other directors.", "elementsJson": [ "headline_text", "paragraph", "callout_box", "data_table", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:32.706+00", "seconds": 3.281, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/58", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-58", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Excluding Mr. Shoiry’s ownership, the remainder of the Board owns just 0.05%. We believe the announcement that Mr. Shoiry is retiring from the Board is a step in the right direction. However, we believe the timing is very suspicious considering our report’s findings.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:30+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b332-314eec0dbdf5", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Director equity ownership: 0.05%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:30+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b332-35f9a169cfc1", "parentComponentId": null }, { "bbox": { "h": 0.18, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "WSP has approximately 125 million shares outstanding. Yet, the Board collectively owns just 0.47% of the equity. The ownership level is even worse since most of the equity rests with Director Pierre Shoiry...", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.706+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dac92460-ca0d-4c9d-85ab-abc21ffb1d9d", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.45, "x": 0.01, "y": 0.97 }, "kind": "source-note", "text": "Source: WSP Management Info Circular, WSP Announces Succession Plan, March 15, 2016", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.706+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "70d2b06e-4ec8-4f9a-8044-836d2302dc4e", "parentComponentId": null }, { "bbox": { "h": 0.38, "w": 0.62, "x": 0.19, "y": 0.45 }, "kind": "table", "text": "NON-EXECUTIVE NOMINEE DIRECTOR SHARE OWNERSHIP table with columns for Name, Number of Shares, Equity-Based Awards, Total, Value, Requirement Met, and Deadline.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.706+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bf0cfed5-c61c-4d60-b6cd-cf28e452c1f7", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.65, "x": 0.31, "y": 0.02 }, "kind": "title", "text": "Aside From The Former CEO With A Dishonored Past, The Board Has Little Skin In The Game", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.706+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0d682e92-aa25-4be5-a6df-daef9a57ff03", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.62, "x": 0.19, "y": 0.41 }, "kind": "title", "text": "Director Ownership", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.706+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "178679a7-b8ae-4926-9d32-00bfec847a29", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 59, "type": "tension", "title": "The slide uses a red box to highlight the specific clause that was removed.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "balanced", "densityScore": 31, "componentCount": 6, "textChars": 435, "nDataPoints": 0, "notes": "The slide uses a red box to highlight the specific clause that was removed.", "elementsJson": [ "headline_text", "callout_box", "paragraph", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:32.414+00", "seconds": 2.767, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/59", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-59", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.055, "w": 0.985, "x": 0.015, "y": 0.183 }, "kind": "callout", "text": "Spruce Point observes that after 2021, WSP's Executive Clawback Policy omits condition (c) which appears to weaken the conditions for recoupment.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.414+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6c68429e-c780-4c33-b15a-a5f3b8f48d4c", "parentComponentId": null }, { "bbox": { "h": 0.045, "w": 0.33, "x": 0.347, "y": 0.875 }, "kind": "callout", "text": "Recently Omitted", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.414+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f26f674f-0842-418f-8699-93926b796a70", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.96, "x": 0.02, "y": 0.415 }, "kind": "list", "text": "Under the Clawback Policy... (a) financial results restatement; (b) gross negligence/misconduct; (c) amount would have been lower.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.414+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "95b5165f-7640-485c-a14e-c17b7bc0f890", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.96, "x": 0.02, "y": 0.308 }, "kind": "paragraph", "text": "WSP Executive Clawback Policy (Through 2020)", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.414+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "52340c79-ef0c-40d4-ae73-40942032cf4a", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.48, "x": 0.02, "y": 0.965 }, "kind": "source-note", "text": "Source: WSP 2020 Management Information Circular and current Clawback Policy", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.414+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "869e0ea7-9177-4be3-a3cc-6cd11f4a9acd", "parentComponentId": null }, { "bbox": { "h": 0.045, "w": 0.36, "x": 0.318, "y": 0.045 }, "kind": "title", "text": "Weakened Clawback Policy", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.414+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "76213943-7c89-432c-b681-96d9a825cd6d", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "9f6255ea-f876-41a5-b5cd-5a84fd0e504e", "evidence": "Highlighting the removal of a governance clause to suggest potential for misconduct or lack of accountability.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:32.414+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 59, "frameworkName": "fraud-exposure" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 60, "type": "tension", "title": "Uses red boxes and arrows to connect table data to specific critical questions/contradictions.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 95, "componentCount": 13, "textChars": 1977, "nDataPoints": 20, "notes": "Uses red boxes and arrows to connect table data to specific critical questions/contradictions.", "elementsJson": [ "headline_text", "callout_box", "data_table", "comparison_table", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:33.714+00", "seconds": 4.061, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/60", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-60", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.08, "w": 0.98, "x": 0.01, "y": 0.17 }, "kind": "callout", "text": "Spruce Point believes investors should be on red alert given that management's short term incentive metrics are calculated on fundamentally different results reported to investors.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:33.714+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8f69290a-de07-481d-ad76-422d16bce712", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "Spruce Point believes investors should be on red alert given that management’s short term incentive metrics are calculated on fundamentally different results reported to investors.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:34+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0930-77dc-94a0-730f50bbecd0", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.95, "x": 0.02, "y": 0.94 }, "kind": "disclaimer", "text": "(1) From the 2022 Annual Report: “The acquired E&I business contributed revenues of $443.9 million and net earnings of $34.1 million from September 21, 2022 to December 31, 2022. The acquired businesses contributed revenues of $72.8 million and net earnings of $4.8 million from their respective acquisition dates to December 31, 2022.”", "attrs": null, "canon": { "kind": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc", "version": 1, "description": "Legal/cautionary text that occupies most of the body of its slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:33.714+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1566ed98-d5a5-4879-acff-2d178c6490db", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.26, "x": 0.27, "y": 0.565 }, "kind": "list", "text": "Acquisition Growth: Reported that Wood and five other acquisitions contributed $516.7m in the Annual Report. WSP projected Wood's 2022E net revenue was US$830m (~C$1,079m) and Capita/GL Hearn ~C$135m or ~C$1,214 combined. What about the revenue contribution from the four other deals in 2022?", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:33.714+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "46f2eda7-d974-47e7-98e2-20f143652129", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.16, "x": 0.53, "y": 0.565 }, "kind": "list", "text": "Adj. EBITDA: As we previously highlighted, the footnote reveals that acquisitions added $58.2m of Adj. EBITDA (implying 11.2% margin vs. 17.1% consolidated).", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:33.714+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6f8168f9-5ccf-4daa-9a80-22c40777f221", "parentComponentId": null }, { "bbox": { "h": 0.22, "w": 0.26, "x": 0.01, "y": 0.725 }, "kind": "list", "text": "Net Revenues (Ex: Acquisitions): 2022 Net Revenues were $8,957m, which implies acquisitions added ($8,957 – $8,608) = $349.2m vs. $516.7m reported in the Annual Report. Why does the math not reconcile?", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:33.714+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "81d9bec2-1c09-499f-ab69-9a113da5cb9a", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.26, "x": 0.01, "y": 0.565 }, "kind": "list", "text": "DSOs: Why 71.3 days when WSP reported 73 days to investors?", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:33.714+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f576427b-dcaa-48bd-87e8-738dc8b8a822", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "STIP performance: 71.3", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:34+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0930-77dc-94a0-7ad587d3dbfb", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "The acquired E&I business contributed revenues of $443.9 million and net earnings of $34.1 million from September 21, 2022 to December 31, 2022. The acquired businesses contributed revenues of $72.8 million and net earnings of $4.8 million from their respective acquisition dates to December 31, 2022. — 2022 Annual Report", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:34+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0930-77dc-94a0-740cdd24abcb", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.18, "x": 0.02, "y": 0.545 }, "kind": "source-note", "text": "Source: Management Info Circular", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:33.714+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4af33234-80cc-49e2-ba1b-5b1523c0e247", "parentComponentId": null }, { "bbox": { "h": 0.23, "w": 0.63, "x": 0.02, "y": 0.28 }, "kind": "table", "text": "2022 STIP PERFORMANCE - FINANCIAL MEASURES, RESULTS AND RELATED PAYOUT", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:33.714+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "279de83a-0ca2-48ad-91fc-1aebc2148214", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.3, "x": 0.69, "y": 0.28 }, "kind": "table", "text": "DESCRIPTION OF THE 2022 STIP FINANCIAL MEASURES", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:33.714+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3a97ef61-c9ae-43c7-aecf-60f7320d0999", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.68, "x": 0.31, "y": 0.02 }, "kind": "title", "text": "Be Wary When Management Is Paid On Different Results Than Reported To Investors", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:33.714+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "755d0e3a-11bf-462e-b3fa-e274188b0a2b", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "e8e57e0a-5ded-4e02-a3a4-10b5eb9ded3e", "evidence": "Highlighting discrepancies between internal compensation metrics and public reporting to suggest manipulation.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:33.714+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 60, "frameworkName": "fraud-exposure" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 61, "type": "tension", "title": "Uses red callout boxes to highlight specific metric definition changes that favor management.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "dense", "densityScore": 62, "componentCount": 10, "textChars": 581, "nDataPoints": 0, "notes": "Uses red callout boxes to highlight specific metric definition changes that favor management.", "elementsJson": [ "headline_text", "callout_box", "data_table", "process_diagram" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:37.012+00", "seconds": 7.181, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/61", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-61", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.06, "w": 0.196, "x": 0.402, "y": 0.0056500000000000005 }, "kind": "callout", "text": "Negative: Organic is preferred. New definition omits FX.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:37.012+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0ae65201-d9e4-42ae-a247-865dd82eb32d", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.196, "x": 0.402, "y": 0.0076500000000000005 }, "kind": "callout", "text": "Negative: Removed \"annualized\" to measurement period.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:37.012+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "525fcd1c-9c0d-4a4a-8903-518ed6fbabdb", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.196, "x": 0.402, "y": 0.00675 }, "kind": "callout", "text": "Negative: DSO from days to months.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:37.012+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5f7e5b38-6a55-4636-a555-7920f8d4c598", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.196, "x": 0.402, "y": 0.00405 }, "kind": "callout", "text": "Why ERP removed?", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:37.012+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "68e6fd76-5f3c-494c-8ee8-631df8940d84", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.196, "x": 0.402, "y": 0.0046500000000000005 }, "kind": "callout", "text": "A positive to exclude acquisitions", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:37.012+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "72d19cb5-d7c7-4f1a-af54-da6e301ac33d", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.196, "x": 0.402, "y": 0.00865 }, "kind": "callout", "text": "Negative: What happened to Project Elevate?", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:37.012+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cea2a7fe-5f5b-49f4-b23d-ab55ef456103", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "Spruce Point observes a degradation in the quality of the short-term incentive definitions applicable to management between 2021 to 2022.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:32+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b333-416e702d6282", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.95, "x": 0.025, "y": 0.00175 }, "kind": "paragraph", "text": "Spruce Point observes a degradation in the quality of the short-term incentive definitions applicable to management between 2021 to 2022.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:37.012+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0316f681-355e-4353-813b-6c7214470111", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.804, "x": 0.098, "y": 0.0026 }, "kind": "table", "text": "2021 vs 2022 Performance Measures comparison table", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:37.012+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "13cbea36-46ae-4df5-8a5a-a52a4f70b258", "parentComponentId": null }, { "bbox": { "h": 0.045, "w": 0.326, "x": 0.337, "y": 0.045 }, "kind": "title", "text": "Short Term Incentives", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:37.012+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3f69e6f3-875b-45f7-97d8-47de13bfa161", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "d35b9e87-89a4-434e-a0e4-0a05d786586e", "evidence": "Highlighting manipulation of performance metrics to inflate executive compensation.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:37.012+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 61, "frameworkName": "fraud-exposure" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 62, "type": "setup", "title": "This is a transition or thesis slide featuring the Spruce Point Capital Management logo (the tree).", "function": "summarize", "rawType": "thesis_headline", "block": null, "metadata": { "slideType": "thesis_headline", "slideTypeCanon": { "name": "Thesis headline", "slug": "thesis_headline", "status": "active", "canonId": "019de52d-073a-70cb-b9f6-772a597bb5af", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "sparse", "densityScore": 23, "componentCount": 5, "textChars": 284, "nDataPoints": 2, "notes": "This is a transition or thesis slide featuring the Spruce Point Capital Management logo (the tree).", "elementsJson": [ "headline_text", "other" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:32.841+00", "seconds": 2.811, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/62", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-62", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "We See 25% – 50% Downside Risk To WSP’s Share Price", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:31+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b332-bb34e31ddd80", "parentComponentId": null }, { "bbox": { "h": 0.015, "w": 0.535, "x": 0.453, "y": 0.96 }, "kind": "disclaimer", "text": "Proprietary and Confidential –May Not Be Distributed or Copied Without Spruce Point Capital Management, LLC Consent", "attrs": null, "canon": { "kind": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc", "version": 1, "description": "Legal/cautionary text that occupies most of the body of its slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.841+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "49920227-da2c-48f3-96e2-fc53e4b80493", "parentComponentId": null }, { "bbox": { "h": 0.467, "w": 0.201, "x": 0.073, "y": 0.306 }, "kind": "image", "text": "Spruce Point Capital Management logo", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Logo", "slug": "logo", "status": "active", "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302", "version": 1, "description": null }, "framework": null }, "subkind": "logo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.841+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fec9bbef-fa21-4d99-9f88-0eaef07d1df6", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "share price downside: 25% – 50%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:31+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b332-bebfb5d6c7df", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.55, "x": 0.375, "y": 0.44 }, "kind": "title", "text": "We See 25% – 50% Downside Risk To WSP’s Share Price", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:32.841+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "46fcf834-7a32-427c-a7ee-c10a6a1bcdd3", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 63, "type": "setup", "title": "The slide uses a table of analyst ratings and a pie chart to highlight the consensus 'Buy' sentiment, which the author intends to challenge.", "function": "preempt_rebuttal", "rawType": "preempt_rebuttal", "block": null, "metadata": { "slideType": "preempt_rebuttal", "slideTypeCanon": { "name": "Preempt rebuttal", "slug": "preempt_rebuttal", "status": "active", "canonId": "019de52d-1225-7368-af32-6381fddabdb3", "version": 1, "description": null }, "function": "preempt_rebuttal", "functionCanon": { "name": "Preempt rebuttal", "slug": "preempt_rebuttal", "status": "active", "canonId": "019de52d-18ab-7479-9a7e-820a2f03586a", "version": 1, "description": null }, "density": "dense", "densityScore": 61, "componentCount": 7, "textChars": 826, "nDataPoints": 30, "notes": "The slide uses a table of analyst ratings and a pie chart to highlight the consensus 'Buy' sentiment, which the author intends to challenge.", "elementsJson": [ "headline_text", "callout_box", "data_table", "pie_chart", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:42.205+00", "seconds": 11.266, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/63", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-63", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "There is almost universal agreement that WSP's share price is a Buy; what could go wrong? Spruce Point believes that none of the analysts have conducted a rigorous forensic analysis to question the quality of WSP's recent earnings and cash flow.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:31+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b332-f2c813ef1510", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.43, "x": 0.54, "y": 0.3 }, "kind": "chart", "text": "Rating Distribution pie chart showing 76% Buy and 6% Neutral.", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Pie chart", "slug": "pie", "status": "active", "canonId": "019de52c-ffdb-71bb-a800-5c5ab9f1c373", "version": 1, "description": null }, "framework": null }, "subkind": "pie", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:42.205+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "aa4b6a66-354e-4aa5-ad3c-0316b7dffad9", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Price Target: $237", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:31+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b332-f5ab68757748", "parentComponentId": null }, { "bbox": { "h": 0.09, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "paragraph", "text": "There is almost universal agreement that WSP's share price is a Buy; what could go wrong? Spruce Point believes that none of the analysts have conducted a rigorous forensic analysis to question the quality of WSP's recent earnings and cash flow. As a result, we believe the bullish recommendations are too optimistic.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:42.205+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "12788270-3d5e-4879-9637-3f6c76802c87", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.51, "x": 0.02, "y": 0.96 }, "kind": "source-note", "text": "Note: Upside based on current share price of $226. Source: Bloomberg and Spruce Point analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:42.205+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "deece024-5a66-426a-ade3-0af668c95e0d", "parentComponentId": null }, { "bbox": { "h": 0.61, "w": 0.49, "x": 0.02, "y": 0.3 }, "kind": "table", "text": "Analyst, Recommendation, Price Target table for 13 firms.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:42.205+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0086c35d-ecc8-4c34-b845-abb7516557cf", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.65, "x": 0.31, "y": 0.04 }, "kind": "title", "text": "Poor Risk / Reward Owing WSP Stock", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:42.205+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "054189d1-56b5-4111-8ac8-ab87f5be1d57", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "49d27e9f-c53b-4ff3-84d0-b91fcdd7da5c", "evidence": "The slide explicitly frames the consensus view as a potential error to be corrected by the author's own forensic analysis.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:42.205+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 63, "frameworkName": "preempt_rebuttal" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 64, "type": "tension", "title": "The slide uses a table to document specific share transactions, highlighting a large divestment in November 2023.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "dense", "densityScore": 60, "componentCount": 7, "textChars": 843, "nDataPoints": 12, "notes": "The slide uses a table to document specific share transactions, highlighting a large divestment in November 2023.", "elementsJson": [ "headline_text", "paragraph", "data_table", "callout_box" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:34.329+00", "seconds": 3.248, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/64", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-64", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.05, "w": 0.21, "x": 0.66, "y": 0.92 }, "kind": "callout", "text": "Large divestment", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:34.329+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "39f554a2-79fa-4492-83e5-c7cae664344c", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "In fact, CPPIB made a large stock divestment of ~2.5 million shares on November 15, 2023 during a month when the market rallied sharply on the belief that the Federal Reserve's interest rate rising cycle would end.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:32+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b333-8232f3303bf4", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "shares sold: 2.48 million", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:32+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b333-87060c9c6630", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.96, "x": 0.02, "y": 0.18 }, "kind": "paragraph", "text": "While the chorus of brokers saying to buy WSP's shares continues, the Canadian Pension Plan Investment Board (CPPIB), the second largest shareholder, is selling. In fact, CPPIB made a large stock divestment of ~2.5 million shares on November 15, 2023 during a month when the market rallied sharply on the belief that the Federal Reserve's interest rate rising cycle would end. The stock sale was at C$182.26 per share, or approximately 17% below the current price.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:34.329+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8fcea0cf-8bde-470c-b99b-7f9c3c2a9c6b", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.08, "x": 0.02, "y": 0.96 }, "kind": "source-note", "text": "Source: Sedi.ca", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:34.329+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "873da45f-1f30-41f3-9e6d-7569f694045a", "parentComponentId": null }, { "bbox": { "h": 0.58, "w": 0.96, "x": 0.02, "y": 0.33 }, "kind": "table", "text": "Canadian Pension Plan Investment Board, Share Transactions In 2023", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:34.329+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ff21ea62-9535-4bcb-a3f6-2f58248ddd0b", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.65, "x": 0.31, "y": 0.05 }, "kind": "title", "text": "WSP's Second Largest Shareholder Is Selling", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:34.329+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8b8fa0bf-af01-4726-a5dd-2f2cb8908996", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "4ff2a0cb-9962-4930-b0b1-42f083f8b94f", "evidence": "Contrasts broker buy ratings with actual insider/major shareholder selling behavior.", "framework": null, "confidence": 0.85, "extraction": { "at": "2026-05-02 20:28:34.329+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 64, "frameworkName": "ceo-quote-contradiction" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 65, "type": "tension", "title": "Uses a direct 'claim vs. challenge' layout with red callout boxes to highlight discrepancies.", "function": "expose_contradiction", "rawType": "expose_contradiction", "block": null, "metadata": { "slideType": "expose_contradiction", "slideTypeCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df", "version": 1, "description": null }, "function": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 84, "componentCount": 9, "textChars": 1342, "nDataPoints": 14, "notes": "Uses a direct 'claim vs. challenge' layout with red callout boxes to highlight discrepancies.", "elementsJson": [ "headline_text", "callout_box", "paragraph", "other" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:35.018+00", "seconds": 3.923, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/65", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-65", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.32, "x": 0.67, "y": 0.73 }, "kind": "callout", "text": "Question: What about, a) modifying the definition of backlog, b) backlog to LTM revenue declining c) Using 2% - 5% revenue growth projections for goodwill testing (below guidance ranges) Impact: Low revenue visibility", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:35.018+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6ccce743-4163-4338-be0a-36993f63fc57", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.32, "x": 0.67, "y": 0.41 }, "kind": "callout", "text": "Question: What about the effect of ordinary costs such as ERP and restructuring to implement its strategy? Impact: Margins down", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:35.018+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cd3a0caf-dc48-4f6f-8578-70d386b0fdc3", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.32, "x": 0.67, "y": 0.57 }, "kind": "callout", "text": "Question: What about missing net capex guidance by a wide margin, blaming tax changes and classifying interest expense as a financing expense? Impact: FCF weak", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:35.018+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e010d88d-3b17-4f8a-a1e7-f020c449aacc", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.32, "x": 0.67, "y": 0.25 }, "kind": "callout", "text": "Question: What about the Provision reversal 1yr after the Wood closing and against IFRS guidance? Impact: EBITDA guidance potentially missed", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:35.018+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e06759e8-2924-47a7-9676-843af957db91", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "Spruce Point believes WSP’s sell-side promoters are taking management’s results at face value and not critically evaluating the results with greater analytical rigor.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:32+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b333-9a622afea890", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.65, "x": 0.02, "y": 0.28 }, "kind": "list", "text": "Investment Highlights: Q4/2023 adjusted EBITDA increased 18% y/y to $525 million... Organic revenue growth was broad based... Management continues to deliver impressive EBITDA margin improvement... FCF rebounded nicely... Backlog continues to provide excellent revenue visibility.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:35.018+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a2941bdb-5631-4db7-a1b2-2d5e92336c5e", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.96, "x": 0.02, "y": 0.18 }, "kind": "paragraph", "text": "Spruce Point believes WSP’s sell-side promoters are taking management’s results at face value and not critically evaluating the results with greater analytical rigor.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:35.018+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "912b463a-f466-4e70-aa88-378dd1cee362", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.02, "y": 0.96 }, "kind": "source-note", "text": "Source: Canaccord, Feb 28, 2024", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:35.018+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c29cdda7-52b6-4031-a984-7b1d030dbcc5", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.65, "x": 0.31, "y": 0.03 }, "kind": "title", "text": "Many Recent “Investment Highlights” Should Be Challenged", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:35.018+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "aaac857d-5e2c-4342-8ea8-d243415f1b5b", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "e7efa3f5-5f8e-4400-82e7-c1953999d87c", "evidence": "Directly contrasts management claims with critical questions and negative impacts.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:35.018+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 65, "frameworkName": "expose_contradiction" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 66, "type": "setup", "title": "The table highlights WSP's premium valuation multiples (EV/Sales and EV/EBITDA) relative to peers.", "function": "compare_peers", "rawType": "peer_benchmark", "block": null, "metadata": { "slideType": "peer_benchmark", "slideTypeCanon": { "name": "Peer benchmark", "slug": "peer_benchmark", "status": "active", "canonId": "019de52d-08f0-7158-a78d-d7b5331fefaf", "version": 1, "description": null }, "function": "compare_peers", "functionCanon": { "name": "Compare peers", "slug": "compare_peers", "status": "active", "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630", "version": 1, "description": null }, "density": "balanced", "densityScore": 30, "componentCount": 5, "textChars": 333, "nDataPoints": 224, "notes": "The table highlights WSP's premium valuation multiples (EV/Sales and EV/EBITDA) relative to peers.", "elementsJson": [ "headline_text", "callout_box", "comparison_table", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:34.105+00", "seconds": 2.945, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/66", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-66", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.05, "w": 0.96, "x": 0.02, "y": 0.17 }, "kind": "callout", "text": "WSP trades at the highest valuation among its global peer group despite clear evidence of business and financial challenges.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:34.105+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a9b5abb9-fda5-4fab-a8a2-9e6cbbc5a4c6", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "EV / EBITDA: 16.0x", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:32+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b333-58768cf3c224", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.7, "x": 0.02, "y": 0.94 }, "kind": "source-note", "text": "Source: Company financials, Bloomberg and Spruce Point estimates. WSP is adjusted for unfunded pension obligations.", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:34.105+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6eb2456d-db95-4753-91fa-fed2064fba25", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.96, "x": 0.02, "y": 0.23 }, "kind": "table", "text": "Peer Public Company Valuation Metrics table", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:34.105+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c0b596b2-d851-4935-9f31-e7c5d20393b1", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.6, "x": 0.31, "y": 0.05 }, "kind": "title", "text": "WSP's Valuation Appears Stretched", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:34.105+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1c930d5f-1d41-4338-9913-b4cd0aeb1114", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "f37e7f19-32af-409a-b4db-76d37912f545", "evidence": "table/data: Peer Public Company Valuation Metrics table (possible 2x2 matrix)", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-16 23:05:59.98699+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 66, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Slide recipe: the peer-gap chart", "slug": "peer-gap-chart-recipe", "status": "active", "bestFor": null, "canonId": "019df269-2b04-75bc-ad85-e0179264bdd7", "version": 1, "bodyDocId": "019df269-2ae1-771d-9cd1-193a2e25f21c", "description": "The single most-copied slide in activism. This is the exact layout, used", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "1fb2241f-34ef-404b-8205-74418242bbcc", "evidence": "Peer Public Company Valuation Metrics table and EV / EBITDA: 16.0x", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 23:05:59.954443+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 66, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "5469ec49-ca53-4c75-b269-2edfb065d486", "evidence": "Direct comparison of valuation multiples across a peer group.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:34.105+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 66, "frameworkName": "comparison_frame" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 67, "type": "setup", "title": "The slide uses a bar chart comparison to show WSP (in red) trading at a premium to the peer group average (orange line).", "function": "compare_peers", "rawType": "peer_benchmark", "block": null, "metadata": { "slideType": "peer_benchmark", "slideTypeCanon": { "name": "Peer benchmark", "slug": "peer_benchmark", "status": "active", "canonId": "019de52d-08f0-7158-a78d-d7b5331fefaf", "version": 1, "description": null }, "function": "compare_peers", "functionCanon": { "name": "Compare peers", "slug": "compare_peers", "status": "active", "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630", "version": 1, "description": null }, "density": "balanced", "densityScore": 37, "componentCount": 6, "textChars": 333, "nDataPoints": 30, "notes": "The slide uses a bar chart comparison to show WSP (in red) trading at a premium to the peer group average (orange line).", "elementsJson": [ "headline_text", "callout_box", "bar_chart_vertical", "bar_chart_vertical", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:33.825+00", "seconds": 2.629, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/67", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-67", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.08, "w": 0.9, "x": 0.05, "y": 0.175 }, "kind": "callout", "text": "The charts below put WSP's stretched valuation in greater context. The premium may exist because investors believe WSP is a superior acquiror and operator within the industry.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:33.825+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "463b6f03-233c-4304-aed3-e8d90963f365", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.45, "x": 0.05, "y": 0.325 }, "kind": "chart", "text": "2024E EV / Revenue", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Vertical bar chart", "slug": "bar-vertical", "status": "active", "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917", "version": 1, "description": null }, "framework": null }, "subkind": "bar-vertical", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:33.825+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "54aca4a0-8db3-4796-846d-7b7a578981b2", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.45, "x": 0.51, "y": 0.325 }, "kind": "chart", "text": "2024E EV / EBITDA", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Vertical bar chart", "slug": "bar-vertical", "status": "active", "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917", "version": 1, "description": null }, "framework": null }, "subkind": "bar-vertical", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:33.825+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d104bc0d-d160-475a-86a6-9e7fdb8247cf", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "EV/EBITDA: 16.0x", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:32+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0398-7399-b333-bbc4581b3fb8", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.35, "x": 0.05, "y": 0.95 }, "kind": "source-note", "text": "Source: Company financials, Bloomberg and Spruce Point estimates.", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:33.825+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3274439a-7e6d-4658-939c-d83b4ef69204", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.55, "x": 0.31, "y": 0.05 }, "kind": "title", "text": "WSP's Valuation Appears Stretched (Cont'd)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:33.825+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bea0deb2-b4cd-44cf-8e5b-329eb0af2b56", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Chart Selection Guide", "slug": "chart-selection-guide", "status": "active", "bestFor": null, "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae", "version": 1, "bodyDocId": null, "description": "Choosing the right chart type for your data and message", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "e692cf69-3fef-4dec-9e56-743434bfd755", "evidence": "chart/bar-vertical: 2024E EV / Revenue and chart/bar-vertical: 2024E EV / EBITDA", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 23:06:00.05211+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 67, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "f526855d-9fc7-4fbd-8bc2-a25df9491b90", "evidence": "Comparison of valuation multiples against a peer group", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 20:28:33.825+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 67, "frameworkName": "peer_benchmark" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 68, "type": "setup", "title": "The table calculates equity value and share price across four scenarios (Low/Street for both Sales and EBITDA multiples).", "function": "quantify_opportunity", "rawType": "valuation_table", "block": null, "metadata": { "slideType": "valuation_table", "slideTypeCanon": { "name": "Valuation table", "slug": "valuation_table", "status": "active", "canonId": "019de52d-12c3-77cd-8474-6cd39cf844cb", "version": 1, "description": null }, "function": "quantify_opportunity", "functionCanon": { "name": "Quantify opportunity", "slug": "quantify_opportunity", "status": "active", "canonId": "019de52d-17e4-726f-aa15-83350acef1dd", "version": 1, "description": null }, "density": "balanced", "densityScore": 39, "componentCount": 6, "textChars": 405, "nDataPoints": 48, "notes": "The table calculates equity value and share price across four scenarios (Low/Street for both Sales and EBITDA multiples).", "elementsJson": [ "headline_text", "callout_box", "valuation_table", "bullet_list" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:28:34.327+00", "seconds": 3.036, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b99-7df068ad1ae5/68", "deck": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5", "deckAnchor": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5#slide-68", "deckJson": "/decks/019dd923-622c-750b-8b99-7df068ad1ae5.json" }, "components": [ { "bbox": { "h": 0.08, "w": 0.9, "x": 0.05, "y": 0.17 }, "kind": "callout", "text": "Spruce Point believes there is significant downside risk to WSP’s share price as its premium multiple is reconsidered by institutional investors in the face of our overwhelming evidence that it is masking growing pressures.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:34.327+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7637447a-5a00-4957-a06f-59e136a746bd", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.38, "x": 0.6, "y": 0.27 }, "kind": "list", "text": "Factors Why WSP’s Valuation Should Compress", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:34.327+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c5b35fff-34b9-40f5-819b-8f6110be5b1b", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "share price: -49%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-22 23:07:33+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-0930-77dc-94a0-1e6c85a56376", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.3, "x": 0.05, "y": 0.95 }, "kind": "source-note", "text": "Source: Company financials, Spruce Point research", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:34.327+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "eac9bfe4-4e6a-4b5b-a90b-9373508ddd0e", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.55, "x": 0.05, "y": 0.27 }, "kind": "table", "text": "WSP’s Share Valuation table", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Valuation table", "slug": "valuation", "status": "active", "canonId": "019de52d-034c-74ed-b5c8-22b5e6ac196d", "version": 1, "description": null }, "framework": null }, "subkind": "valuation", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:34.327+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "59fd02b5-dd5a-48ca-a008-b8b1111207fc", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.65, "x": 0.31, "y": 0.03 }, "kind": "title", "text": "Spruce Point Estimates 25% – 50% Downside Risk", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 20:28:34.327+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "64f9e060-daed-405d-9f65-43b7a6a4de96", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "7134153c-7c6d-4622-8e05-92522ac87262", "evidence": "list/bullet: Factors Why WSP’s Valuation Should Compress", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 23:06:00.121424+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 68, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "695b09bb-556c-4222-9ba1-fca6d19b3d5c", "evidence": "Table showing derivation of share price from enterprise value and debt/cash adjustments", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:28:34.327+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 68, "frameworkName": "valuation-bridge" } ], "arcBeats": [ { "to": 68, "arc": { "name": "Overcoming the Monster", "slug": "overcoming-monster", "status": "active", "bestFor": "Competitive positioning, rallying teams", "canonId": "019dd956-6339-76ac-9cbf-4b377c3aa89e", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Monster -> The Call -> The Struggle -> The Victory -> The New Order", "description": null, "familyLabel": null }, "from": 9, "name": "Expose Contradiction", "beatId": "f8978e98-df21-43e6-a756-a65765818a20", "matchId": "f6a4ff54-5d88-43eb-8f6e-411dc98fcb80", "beatType": null, "evidence": "The document repeatedly exposes contradictions in WSP's reporting and operations", "position": 2, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true } ], "arcBeats": [ { "from": 5, "to": 5, "label": "Hook", "description": "The executive summary serves as a hook to grab the reader's attention" }, { "from": 7, "to": 8, "label": "Complication", "description": "The document highlights multiple reasons to be negative on WSP" }, { "from": 9, "to": 68, "label": "Expose Contradiction", "description": "The document repeatedly exposes contradictions in WSP's reporting and operations" }, { "from": 12, "to": 12, "label": "Villain Critique", "description": "The document critiques WSP's Vice Chairman and former CEO" }, { "from": 14, "to": 14, "label": "Thesis Headline", "description": "The document presents a clear thesis on WSP's downside risk" } ], "loops": [] }