{ "schemaVersion": "deck-intelligence.v1", "id": "019dd923-622c-750b-8b95-68566689caa8", "slug": "0c7ee5ee497e", "title": "Dye & Durham Limited (DND)", "subtitle": "Arnaud Ajdler · 2024-09", "author": "Arnaud Ajdler", "date": "2024-09-11 00:00:00", "pageCount": 6, "kind": "shareholder-letter", "orientation": "portrait", "aspectRatio": 0.77272725, "targetCompany": "Dye & Durham Limited", "targetTicker": "DND", "document": { "id": "019dd923-622c-750b-8b95-68566689caa8", "slug": "0c7ee5ee497e", "title": "Dye & Durham Limited (DND)", "rawTitle": "2024.09.11 DND Letter to board", "authorId": "27_Engine_Capital", "authorName": "Arnaud Ajdler", "authorDisplay": "Arnaud Ajdler", "kind": { "slug": "shareholder-letter", "label": "Shareholder letter" }, "sourceType": { "slug": "activist_investor", "label": "Activist investor" }, "fileName": "2024-09-2024.09.11_DND-Letter-to-board.pdf", "sourceUrl": null, "sourceDate": "2024-09-11 00:00:00", "presentationDate": "2024-09-11 00:00:00", "ingestedAt": "2026-04-22 18:45:29+00", "status": "ready", "pageCount": 6, "orientation": "portrait", "aspectRatio": 0.77272725, "targetCompany": "Dye & Durham Limited", "targetTicker": "DND", "metadata": { "local_root": "/tmp/legacy-images/0c7ee5ee497e", "activist_firm": "Engine Capital LP", "origin_corpus": "contrarian", "extraction_seconds": 59.04948306083679 } }, "coverage": { "pageCount": 6, "pagesIndexed": 6, "pagesWithImages": 6, "pagesWithMetadata": 6, "imageCoveragePct": 100, "metadataCoveragePct": 100, "componentCount": 32, "chartCount": 1, "metricSlides": 0, "toolMatches": 6, "documentToolMatches": 3, "frameworkMatches": 3, "arcMatches": 1, "beatMatches": 4, "loopMatches": 1, "patternMatches": 0, "storymakersMatch": false, "scoreAvailable": false, "reviewAvailable": false, "activistThesisAvailable": true, "pitchdeckMetadataAvailable": false, "pitchdeckProfileAvailable": false }, "blocks": [], "matches": { "arcs": [ { "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null, "categoryName": "Strategy & Business", "categorySlug": "strategy-business" }, "matchId": "dfdcbbd9-a358-4ef7-96ea-20a8ba772560", "evidence": "The structure of the letter follows a problem-complication-solution approach", "isPrimary": true, "confidence": 0.8, "extraction": { "at": "2026-07-16 21:57:14.368284+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "beats": [ { "to": 1, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null, "categoryName": "Strategy & Business", "categorySlug": "strategy-business" }, "from": 1, "name": "Situation & Context", "beatId": "ae4ae066-05a7-4326-91ba-21dabd97eba7", "matchId": "dfdcbbd9-a358-4ef7-96ea-20a8ba772560", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "The executive summary provides an overview of the situation", "position": 0, "isPrimaryArc": true, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "alignedBlockIds": null, "matchConfidence": 0.8 }, { "to": 3, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null, "categoryName": "Strategy & Business", "categorySlug": "strategy-business" }, "from": 2, "name": "Problem & Complication", "beatId": "75488939-47b1-4215-885b-c63b81e98403", "matchId": "dfdcbbd9-a358-4ef7-96ea-20a8ba772560", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "The expose contradiction and closing ask slides present the problem and complication", "position": 1, "isPrimaryArc": true, "parentBeatType": { "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." }, "alignedBlockIds": null, "matchConfidence": 0.8 }, { "to": 4, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null, "categoryName": "Strategy & Business", "categorySlug": "strategy-business" }, "from": 4, "name": "Evidence & Proof", "beatId": "1b5bd361-fd04-4ed6-8c87-03641a430911", "matchId": "dfdcbbd9-a358-4ef7-96ea-20a8ba772560", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The appendix provides supporting evidence", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.8 }, { "to": 6, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null, "categoryName": "Strategy & Business", "categorySlug": "strategy-business" }, "from": 5, "name": "Solution & Approach", "beatId": "8221affa-3c8c-4f1d-a811-9ba2942eafe3", "matchId": "dfdcbbd9-a358-4ef7-96ea-20a8ba772560", "beatType": { "name": "Solution & Approach", "slug": "consultants-gambit-solution-approach", "status": "active", "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9", "version": 1, "description": null }, "evidence": "The problem statement and key messages slides outline the solution approach", "position": 3, "isPrimaryArc": true, "parentBeatType": { "name": "Turn", "slug": "turn", "status": "active", "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54", "version": 1, "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [ { "to": 6, "from": 2, "loop": { "name": "27_cost_of_inaction", "slug": "27-cost-of-inaction", "status": "active", "bestFor": "Urgent budget requests, compliance, risk mitigation", "canonId": "019dd956-70d1-7395-a15b-857ba858b394", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point", "description": "Quantify what happens if the audience does nothing", "familyLabel": null, "categoryName": "Urgency", "categorySlug": "urgency" }, "matchId": "bde284dd-6e6f-4621-a783-b357bbfb821b", "evidence": "The letter emphasizes the potential consequences of inaction", "position": 0, "objective": "Highlight the risks of not addressing the stock price performance and leverage ratio", "confidence": 0.6, "extraction": { "at": "2026-07-16 21:57:14.582007+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "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": "302dd8bf-5ae6-44d2-81ee-d36dfdae5deb", "evidence": null, "pageRefs": null, "priority": null, "whenToUse": "When management credibility is the lever", "confidence": null, "extraction": { "at": "2026-04-29 12:07:49.936794+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": "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": "50c9b88e-09d8-4f54-8ea0-fb05adcccc9a", "evidence": "Matthew Proud (CEO), Colleen Moorehead (Chair), Brian Derksen (former Chair)", "pageRefs": null, "priority": null, "whenToUse": "When governance or specific decisions are the core thesis", "confidence": null, "extraction": { "at": "2026-04-29 12:07:49.936794+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": "626219c4-8269-4b89-b560-9825e849962b", "evidence": null, "pageRefs": null, "priority": null, "whenToUse": "In activist decks where the personality matters", "confidence": null, "extraction": { "at": "2026-04-29 12:07:49.936794+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": "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, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "d4242463-37f9-40a6-9a77-7ae69a3212a2", "evidence": "The slide includes a quote from Colleen Moorehead (Chair), which is an example of authority citation.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 22:56:42.228852+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 1, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Storytelling: the closing ask", "slug": "closing-ask", "status": "active", "bestFor": null, "canonId": "019df269-24e0-70ab-8dd9-983832c1c665", "version": 1, "bodyDocId": "019df269-24bc-7554-b88d-245127606b8d", "description": "The single most important slide in the deck — after the cover. The final", "familyLabel": "narrative-block", "categoryName": "Narrative & Transformation", "categorySlug": "narrative-transformation" }, "agent": "storyteller", "layer": "slide", "agents": [ "storyteller" ], "matchId": "68432a4c-e670-4395-a82c-f9f4ecf92ca9", "evidence": "The slide presents a clear call to action, urging the independent directors to set a date for the Special Meeting.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 22:56:42.3318+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 3, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "3709184d-2180-4af8-b843-219cb7dd6e6e", "evidence": "The slide presents a problem statement regarding the Company's stock price performance and credibility issues.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 22:56:42.438738+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 5, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "23183e43-57e9-49a8-9959-663924c6357c", "evidence": "Contrasts Board's stated 'no appetite for M&A' with recent acquisition announcements.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:54:14.973+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 1, "frameworkName": "ceo-quote-contradiction" }, { "matchId": "2cd1fc59-520f-4001-9d54-f9e63969ca1a", "evidence": "Contrasting CEO quote with actual leverage data", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 20:54:15.623+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 2, "frameworkName": "ceo-quote-contradiction" }, { "matchId": "7e5f200e-5436-44cf-b4f0-3a39e44a3375", "evidence": "The slide explicitly outlines a hierarchy of capital allocation priorities (Debt > R&D > Buybacks > M&A).", "framework": null, "confidence": 0.95, "extraction": { "at": "2026-05-02 20:54:17.323+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 6, "frameworkName": "capital-allocation-framework" } ], "patterns": [] }, "storymakers": null, "score": null, "review": null, "activistThesis": { "tone": "adversarial", "notes": "Public open letter from Engine Capital (Managing Partner Arnaud Ajdler) to DND's board during an active campaign seeking a Special Meeting. Core rhetorical move: juxtapose Matthew Proud's Q4 2024 earnings-call quote ('we remain very committed to driving leverage below 4x as quickly as possible') with a bar chart showing leverage climbing back to 5.32x pro-forma — a clean CEO-quote-contradiction. Leans heavily on court filings from OneMove Capital litigation, reproducing investor-call summary slides in Appendix A to show the board has long been on notice about debt/M&A concerns. Stake not disclosed in this document.", "kpisCited": [ { "detail": "C$69.3 million (~7.5% of market cap), C$21M upfront + C$44M deferred + C$4.5M contingent", "metric": "Total consideration of new acquisitions" }, { "detail": "5.32x in Q4 2024 pro-forma, essentially back to 5.36x Q2 2024 level despite pledge to get below 4x", "metric": "Pro-forma net leverage ratio" }, { "detail": "14.7M shares bought back at avg C$15.22; months later issued 11.96M new shares at C$12.10 in Feb 2024", "metric": "Share repurchases FY23" }, { "detail": "DND at 8.3x C2024E EBITDA vs legal SaaS 19.3x and tech consolidators 18.8x (Canaccord, Sep 5 2024)", "metric": "EBITDA multiple gap" } ], "closingAsk": "Independent directors must stop the shenanigans and set a date for the Special Meeting as soon as practically possible so shareholders can have their say.", "extraction": { "at": "2026-04-22 18:45:29+00", "model": "unknown-legacy", "runId": null, "seconds": 59.049484, "promptVersion": null }, "scqaReward": "Closing the valuation gap to legal-SaaS peers at ~19x EBITDA (vs DND's current 8.3x) implies substantial re-rating upside if capital discipline and governance credibility are restored.", "thesisTypes": [ "governance_board", "capital_return", "management_change" ], "top3Reasons": [ "Board broke its 'no M&A' pledge with C$69.3M in new acquisitions, restoring leverage to 5.32x", "Management turmoil: six senior executives departed in recent months amid continued M&A spree", "DND trades at 8.3x EBITDA vs legal SaaS at 19.3x — credibility gap driving valuation discount" ], "scqaSituation": "Dye & Durham is a Canadian legal/property-tech consolidator carrying heavy leverage after a multi-year debt-funded acquisition spree, trading at 8.3x EBITDA — a steep discount to legal-SaaS and tech-consolidator peers.", "thesisSummary": "Engine Capital excoriates Dye & Durham's board for approving C$69.3 million in new acquisitions on September 4, 2024, despite Chair Colleen Moorehead's repeated private assurances that the board had 'no appetite for M&A' and was prioritizing debt reduction. The deal re-levers DND to 5.32x pro-forma — essentially undoing the February 2024 dilutive equity raise of 11.96M shares at C$12.10 whose stated purpose was debt paydown. Engine compounds the governance critique by naming six senior executives who have recently departed and citing CEO Matthew Proud's unwillingness to expand the board because of 'dilution of influence' concerns. With DND trading at just 8.3x C2024E EBITDA vs 19.3x for legal SaaS peers, Engine demands the independent directors promptly set a Special Meeting date so shareholders can vote on board change.", "primaryDemands": [ "Stop pursuing M&A and prioritize debt reduction", "Independent directors must set a date for the Special Meeting as soon as practically possible", "End frivolous litigation against shareholders and be receptive to shareholder feedback", "Meaningful Board changes to close the valuation gap" ], "scqaResolution": "Independent directors should halt M&A, prioritize debt reduction, end frivolous litigation against shareholders, and immediately set a Special Meeting date so shareholders can vote on board change.", "thesisOneLiner": "Dye & Durham's board broke its no-M&A pledge, re-levered to 5.3x, and lost six executives; shareholders need a Special Meeting and board change to close the peer valuation gap.", "precedentsCited": [ "OneMove Capital litigation (Ontario Superior Court)", "TM Group divestiture proceeds episode" ], "scqaComplication": "Despite chair assurances of 'no appetite for M&A' and commitments to cut leverage below 4x, the board just approved C$69.3M of new deals, re-levering to 5.32x while six senior executives departed and management credibility eroded.", "narrativeInterest": 4, "notableSlidePages": [ 2, 5, 6 ], "peerCompaniesCited": [], "valuationFrameworks": [ "multiple_comparison" ], "visualCraftInterest": 2 }, "pitchdeck": { "metadata": null, "profile": null }, "slides": [ { "page": 1, "type": "tension", "title": "This is the first page of a formal shareholder letter.", "function": "expose_contradiction", "imagePath": "https://imgproxy.kitesheet.com/JnXw_X3oZXmzMggysRY3C6Amzt1F94Ly2TWZY4AYoKA/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8wYzdlZTVlZTQ5N2UvcDAwMS5qcGc", "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": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "dense", "densityScore": 69, "componentCount": 7, "textChars": 1338, "nDataPoints": 6, "notes": "This is the first page of a formal shareholder letter.", "elementsJson": [ "paragraph", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:54:14.973+00", "seconds": 3.201, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b95-68566689caa8/1", "deck": "/decks/019dd923-622c-750b-8b95-68566689caa8", "deckAnchor": "/decks/019dd923-622c-750b-8b95-68566689caa8#slide-1", "deckJson": "/decks/019dd923-622c-750b-8b95-68566689caa8.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "The Company’s latest announcement flies in the face of these statements and compounds its credibility issues with shareholders.", "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 22:47:30+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd952-e6ed-775b-bcad-293db52c84eb", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.8, "x": 0.1, "y": 0.7 }, "kind": "paragraph", "text": "The example mentioned in this slide is very similar to recent actions taken by the Board... As a result of these acquisitions, the Company's level of debt has increased, and its leverage profile has worsened.", "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 20:54:14.973+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1c5430ea-9e30-4c7a-af3f-32ae3c7761a7", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.8, "x": 0.1, "y": 0.05 }, "kind": "paragraph", "text": "Engine Capital LP 1345 Avenue of the Americas, 33rd Floor New York, NY 10105 (212) 321-0048 September 11, 2024 Dye & Durham Limited 1100-25 York Street Toronto, Canada M5J 2V5 Attention: Board of Directors", "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 20:54:14.973+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "412c9bdd-dded-4f01-abd3-79f7dd6eae84", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.8, "x": 0.1, "y": 0.45 }, "kind": "paragraph", "text": "These new acquisitions are even more disappointing considering the Board has consistently received feedback from many shareholders... The bottom line is that the Board is well aware of shareholders' concerns but simply does not care.", "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 20:54:14.973+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6154d1cc-18eb-4387-83a6-b81b0077b8b6", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.8, "x": 0.1, "y": 0.25 }, "kind": "paragraph", "text": "We were incredibly disappointed by the Company's recent Q4 2024 earnings announcement... The Company's latest announcement flies in the face of these statements and compounds its credibility issues with shareholders.", "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 20:54:14.973+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8ab3d44b-086c-48b8-8a15-1a22e77a3a50", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "the Board has no appetite for M&A — Colleen Moorehead (Chair). The Board’s priority is to reduce debt. — Colleen Moorehead (Chair).", "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 22:47:30+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd952-e6ed-775b-bcad-2fb6aceb2351", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.8, "x": 0.1, "y": 0.9 }, "kind": "source-note", "text": "1 Includes C$4.5 million in contingent consideration. 2 This analysis includes deferred payments that were part of the consideration for these acquisitions since these deferred payments are a liability for the Company.", "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 20:54:14.973+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e1a979ed-abf7-4358-88dc-59c414b9ec5f", "parentComponentId": null } ], "metrics": [], "tools": [ { "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, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "d4242463-37f9-40a6-9a77-7ae69a3212a2", "evidence": "The slide includes a quote from Colleen Moorehead (Chair), which is an example of authority citation.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 22:56:42.228852+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 1, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "23183e43-57e9-49a8-9959-663924c6357c", "evidence": "Contrasts Board's stated 'no appetite for M&A' with recent acquisition announcements.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 20:54:14.973+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 1, "frameworkName": "ceo-quote-contradiction" } ], "arcBeats": [ { "to": 1, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 1, "name": "Situation & Context", "beatId": "ae4ae066-05a7-4326-91ba-21dabd97eba7", "matchId": "dfdcbbd9-a358-4ef7-96ea-20a8ba772560", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "The executive summary provides an overview of the situation", "position": 0, "isPrimaryArc": true, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "thumbSrc": "https://imgproxy.kitesheet.com/e_BNKBsK5P8Gh9z6TZdNSKsMGrOTa_FU5Joe8pXKfHE/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8wYzdlZTVlZTQ5N2UvcDAwMS5qcGc", "imagePathAlt": "https://imgproxy.kitesheet.com/Ac1h70CjVGkRsVL4QgS1HDu7nM5_Www3bImWsfvxWwY/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8wYzdlZTVlZTQ5N2UvcDAwMS5wbmc", "thumbSrcAlt": "https://imgproxy.kitesheet.com/zTd-B8-n7wjwXdu-bxzOGb30ci3HF2msRNHNZQW3158/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8wYzdlZTVlZTQ5N2UvcDAwMS5wbmc" }, { "page": 2, "type": "tension", "title": "Uses a CEO quote to contrast with the bar chart data, demonstrating a failure to meet stated goals.", "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": 11, "textChars": 1246, "nDataPoints": 4, "notes": "Uses a CEO quote to contrast with the bar chart data, demonstrating a failure to meet stated goals.", "elementsJson": [ "headline_text", "bar_chart_vertical", "callout_box", "bullet_list", "paragraph", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:54:15.623+00", "seconds": 3.839, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b95-68566689caa8/2", "deck": "/decks/019dd923-622c-750b-8b95-68566689caa8", "deckAnchor": "/decks/019dd923-622c-750b-8b95-68566689caa8#slide-2", "deckJson": "/decks/019dd923-622c-750b-8b95-68566689caa8.json" }, "components": [ { "bbox": { "h": 0.07, "w": 0.54, "x": 0.35, "y": 0.19 }, "kind": "callout", "text": "That said, we remain very committed to driving leverage below 4x as quickly as possible.", "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 20:54:15.623+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c4f532e9-291b-4698-a1a0-517010728c39", "parentComponentId": null }, { "bbox": { "h": 0.21, "w": 0.76, "x": 0.12, "y": 0.18 }, "kind": "chart", "text": "Leverage ratio chart showing Q2 2024, Q3 2024, Q4 2024, and Q4 2024 Pro forma", "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 20:54:15.623+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "81a2a0e0-dc66-4379-8583-b3409d7cfab0", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.764, "x": 0.118, "y": 0.82 }, "kind": "disclaimer", "text": "Footnotes regarding leverage calculation, consultant status, valuation comparison, and court filings.", "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 20:54:15.623+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "183f8375-4853-4b9e-a4d4-aaf113ff28d4", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.5, "x": 0.14, "y": 0.46 }, "kind": "list", "text": "List of 6 departed senior executives including CPO, CRO, CEO Financial Solutions, CPO, CLO, and CIO.", "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 20:54:15.623+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ec0e3102-df1a-4e13-8130-848f5848bd95", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "net leverage ratio: 5.36x", "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 22:47:31+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd952-e6ed-775b-bcad-a667077226b0", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.764, "x": 0.118, "y": 0.77 }, "kind": "paragraph", "text": "Dye & Durham under the leadership of the Board has become a laughingstock of the Canadian capital markets.", "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 20:54:15.623+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "354830bd-a58a-4d17-a0ff-01a4efab147f", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.764, "x": 0.118, "y": 0.41 }, "kind": "paragraph", "text": "This M&A is also irresponsible, in our opinion, given the heightened turnover of the management team. Over the last few months alone, the following senior executives have departed the organization:", "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 20:54:15.623+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4337fcc2-5d16-480f-adeb-ddf7536cdde9", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.764, "x": 0.118, "y": 0.59 }, "kind": "paragraph", "text": "We wonder how the Board can continue to approve acquisitions when the management team is in such turmoil... We contend that meaningful changes are required to close this valuation gap.", "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 20:54:15.623+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5653e30e-3514-4904-a7d1-75dd92592002", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.764, "x": 0.118, "y": 0.68 }, "kind": "paragraph", "text": "We believe documents filed with the Court as part of the litigation explain why it has been so difficult to reach an agreement with the Company...", "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 20:54:15.623+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d21958f4-6732-4ef6-aada-d659d293c245", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "“That said, we remain very committed to driving leverage below 4x as quickly as possible.” — Matthew Proud, CEO (Q4 2024 Earnings 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 22:47:31+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd952-e6ed-775b-bcad-a1967248ec3c", "parentComponentId": null }, { "bbox": { "h": 0.021, "w": 0.764, "x": 0.118, "y": 0.148 }, "kind": "title", "text": "Total net leverage ratio (including convertible debentures and deferred considerations)", "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 20:54:15.623+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c2090a35-547e-4b6c-8374-2007ccf7127a", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "2cd1fc59-520f-4001-9d54-f9e63969ca1a", "evidence": "Contrasting CEO quote with actual leverage data", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 20:54:15.623+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 2, "frameworkName": "ceo-quote-contradiction" } ], "arcBeats": [ { "to": 3, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 2, "name": "Problem & Complication", "beatId": "75488939-47b1-4215-885b-c63b81e98403", "matchId": "dfdcbbd9-a358-4ef7-96ea-20a8ba772560", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "The expose contradiction and closing ask slides present the problem and complication", "position": 1, "isPrimaryArc": true, "parentBeatType": { "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." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [ { "to": 6, "from": 2, "loop": { "name": "27_cost_of_inaction", "slug": "27-cost-of-inaction", "status": "active", "bestFor": "Urgent budget requests, compliance, risk mitigation", "canonId": "019dd956-70d1-7395-a15b-857ba858b394", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point", "description": "Quantify what happens if the audience does nothing", "familyLabel": null }, "matchId": "bde284dd-6e6f-4621-a783-b357bbfb821b", "evidence": "The letter emphasizes the potential consequences of inaction", "position": 0, "objective": "Highlight the risks of not addressing the stock price performance and leverage ratio", "confidence": 0.6, "extraction": { "at": "2026-07-16 21:57:14.582007+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 3, "type": "setup", "title": "This is the final page of a letter from an activist investor (Arnaud Ajdler).", "function": "state_demand", "rawType": "closing_ask", "block": null, "metadata": { "slideType": "closing_ask", "slideTypeCanon": { "name": "Closing ask", "slug": "closing_ask", "status": "active", "canonId": "019de52d-0aa4-750f-8aa1-8d622dd99f5c", "version": 1, "description": null }, "function": "state_demand", "functionCanon": { "name": "State demand", "slug": "state_demand", "status": "active", "canonId": "019de52d-180b-70a3-99c7-c832ea7db96b", "version": 1, "description": null }, "density": "balanced", "densityScore": 28, "componentCount": 3, "textChars": 759, "nDataPoints": 0, "notes": "This is the final page of a letter from an activist investor (Arnaud Ajdler).", "elementsJson": [ "paragraph" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:54:17.252+00", "seconds": 5.136, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b95-68566689caa8/3", "deck": "/decks/019dd923-622c-750b-8b95-68566689caa8", "deckAnchor": "/decks/019dd923-622c-750b-8b95-68566689caa8#slide-3", "deckJson": "/decks/019dd923-622c-750b-8b95-68566689caa8.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "We urge the independent directors (Ms. Moorehead, Mr. Derksen, Ted Prittie, Peter Brimm, and Ronnie Wahi) to stop the shenanigans and set a date for the Special Meeting as soon as practically possible so that shareholders can have their say.", "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 22:47:30+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd952-e6ed-775b-bcad-54e7b01bda2b", "parentComponentId": null }, { "bbox": { "h": 0.045, "w": 0.135, "x": 0.118, "y": 0.178 }, "kind": "paragraph", "text": "Sincerely,\n\nArnaud Ajdler\nManaging Partner", "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 20:54:17.252+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4652e31f-fa68-44be-b803-b3894b619686", "parentComponentId": null }, { "bbox": { "h": 0.163, "w": 0.764, "x": 0.118, "y": 0.094 }, "kind": "paragraph", "text": "and potential personal liability, as they continue to fund more acquisitions and frivolous litigation against Dye & Durham’s own shareholders, instead of focusing on reducing leverage, as shareholders have now been asking for a while. We urge the independent directors (Ms. Moorehead, Mr. Derksen, Ted Prittie, Peter Brimm, and Ronnie Wahi) to stop the shenanigans and set a date for the Special Meeting as soon as practically possible so that shareholders can have their say.", "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 20:54:17.252+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8881b893-ccde-4d00-9b7e-7901104da13a", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Storytelling: the closing ask", "slug": "closing-ask", "status": "active", "bestFor": null, "canonId": "019df269-24e0-70ab-8dd9-983832c1c665", "version": 1, "bodyDocId": "019df269-24bc-7554-b88d-245127606b8d", "description": "The single most important slide in the deck — after the cover. The final", "familyLabel": "narrative-block", "categoryName": "Narrative & Transformation", "categorySlug": "narrative-transformation" }, "agent": "storyteller", "layer": "slide", "agents": [ "storyteller" ], "matchId": "68432a4c-e670-4395-a82c-f9f4ecf92ca9", "evidence": "The slide presents a clear call to action, urging the independent directors to set a date for the Special Meeting.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 22:56:42.3318+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 3, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 3, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 2, "name": "Problem & Complication", "beatId": "75488939-47b1-4215-885b-c63b81e98403", "matchId": "dfdcbbd9-a358-4ef7-96ea-20a8ba772560", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "The expose contradiction and closing ask slides present the problem and complication", "position": 1, "isPrimaryArc": true, "parentBeatType": { "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." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [ { "to": 6, "from": 2, "loop": { "name": "27_cost_of_inaction", "slug": "27-cost-of-inaction", "status": "active", "bestFor": "Urgent budget requests, compliance, risk mitigation", "canonId": "019dd956-70d1-7395-a15b-857ba858b394", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point", "description": "Quantify what happens if the audience does nothing", "familyLabel": null }, "matchId": "bde284dd-6e6f-4621-a783-b357bbfb821b", "evidence": "The letter emphasizes the potential consequences of inaction", "position": 0, "objective": "Highlight the risks of not addressing the stock price performance and leverage ratio", "confidence": 0.6, "extraction": { "at": "2026-07-16 21:57:14.582007+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 4, "type": "appendix", "function": "appendix", "rawType": "appendix", "block": null, "metadata": { "slideType": "appendix", "slideTypeCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-0762-71f8-b564-89ab863301cc", "version": 1, "description": null }, "function": "appendix", "functionCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-138d-750b-83c3-49b4bc7a7a38", "version": 1, "description": null }, "density": "sparse", "densityScore": 9, "componentCount": 3, "textChars": 107, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text", "subtitle_text" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:54:15.037+00", "seconds": 2.344, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b95-68566689caa8/4", "deck": "/decks/019dd923-622c-750b-8b95-68566689caa8", "deckAnchor": "/decks/019dd923-622c-750b-8b95-68566689caa8#slide-4", "deckJson": "/decks/019dd923-622c-750b-8b95-68566689caa8.json" }, "components": [ { "bbox": { "h": 0.075, "w": 0.298, "x": 0.351, "y": 0.538 }, "kind": "paragraph", "text": "Through October 5, 2023\nDraft dated October 10, 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 20:54:15.037+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "051cad5a-70a8-43b0-8de5-8ad141c5456e", "parentComponentId": null }, { "bbox": { "h": 0.095, "w": 0.424, "x": 0.288, "y": 0.383 }, "kind": "title", "text": "Investor and Proxy Advisor Calls Major Themes", "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 20:54:15.037+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1a7ac9ad-8b4d-430c-9a6f-5460d2ef628d", "parentComponentId": null }, { "bbox": { "h": 0.035, "w": 0.196, "x": 0.402, "y": 0.038 }, "kind": "title", "text": "APPENDIX A", "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 20:54:15.037+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "962bcb9a-184e-4a9d-bfd3-20440a86bd8e", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 4, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 4, "name": "Evidence & Proof", "beatId": "1b5bd361-fd04-4ed6-8c87-03641a430911", "matchId": "dfdcbbd9-a358-4ef7-96ea-20a8ba772560", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The appendix provides supporting evidence", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [ { "to": 6, "from": 2, "loop": { "name": "27_cost_of_inaction", "slug": "27-cost-of-inaction", "status": "active", "bestFor": "Urgent budget requests, compliance, risk mitigation", "canonId": "019dd956-70d1-7395-a15b-857ba858b394", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point", "description": "Quantify what happens if the audience does nothing", "familyLabel": null }, "matchId": "bde284dd-6e6f-4621-a783-b357bbfb821b", "evidence": "The letter emphasizes the potential consequences of inaction", "position": 0, "objective": "Highlight the risks of not addressing the stock price performance and leverage ratio", "confidence": 0.6, "extraction": { "at": "2026-07-16 21:57:14.582007+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 5, "type": "tension", "title": "Page number 355 included in top right.", "function": "diagnose_problem", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "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": 47, "componentCount": 5, "textChars": 1144, "nDataPoints": 0, "notes": "Page number 355 included in top right.", "elementsJson": [ "headline_text", "bullet_list" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:54:15.49+00", "seconds": 2.78, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b95-68566689caa8/5", "deck": "/decks/019dd923-622c-750b-8b95-68566689caa8", "deckAnchor": "/decks/019dd923-622c-750b-8b95-68566689caa8#slide-5", "deckJson": "/decks/019dd923-622c-750b-8b95-68566689caa8.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Considered to be limited in scope, not transparent, and often inconsistent with actions.", "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 22:47:31+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd952-e6ed-775b-bcad-eee778ec38f0", "parentComponentId": null }, { "bbox": { "h": 0.185, "w": 0.79, "x": 0.151, "y": 0.472 }, "kind": "list", "text": "Considered to be limited in scope, not transparent, and often inconsistent with actions.\nThis has led to Investor concerns about credibility\nExample: Management indicates its focus is on debt reduction (including market being told that TM Group proceeds to be used to pay down debt) but then Q1 acquisition announced.\nExample: Price increases - Inconsistent with prior CEO communications (single digit, out of newspapers).", "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 20:54:15.49+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0401c21f-bc68-41d1-8784-13adb5693079", "parentComponentId": null }, { "bbox": { "h": 0.135, "w": 0.827, "x": 0.114, "y": 0.328 }, "kind": "list", "text": "Broad investor concern regarding debt load, results in cloud over stock price\nBroad investor concern about ongoing acquisitions in this environment (high debt)\nBroad investor concern regarding CEO communications", "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 20:54:15.49+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5329a7fd-11d2-42a4-beee-bf5aa9a6f3ca", "parentComponentId": null }, { "bbox": { "h": 0.135, "w": 0.827, "x": 0.114, "y": 0.657 }, "kind": "list", "text": "Credibility is not a new issue – referenced prior secondaries, stock options, \"go private\"\nLong term investors confounded, looking for clear direction and consistent action. Clarify the \"value creation\" plan in the current situation (heavy debt, no M&A). This is not well articulated to the market\nNew investors scared and staying away (heavy debt, credibility issues widely known)", "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 20:54:15.49+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c35fe704-05a4-47ad-8397-c180d546eae4", "parentComponentId": null }, { "bbox": { "h": 0.035, "w": 0.584, "x": 0.208, "y": 0.125 }, "kind": "title", "text": "Business Matters – Stock Price Performance", "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 20:54:15.49+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f07d49fe-0faf-4140-8480-97a745a50dc1", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "3709184d-2180-4af8-b843-219cb7dd6e6e", "evidence": "The slide presents a problem statement regarding the Company's stock price performance and credibility issues.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 22:56:42.438738+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 5, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 6, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 5, "name": "Solution & Approach", "beatId": "8221affa-3c8c-4f1d-a811-9ba2942eafe3", "matchId": "dfdcbbd9-a358-4ef7-96ea-20a8ba772560", "beatType": { "name": "Solution & Approach", "slug": "consultants-gambit-solution-approach", "status": "active", "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9", "version": 1, "description": null }, "evidence": "The problem statement and key messages slides outline the solution approach", "position": 3, "isPrimaryArc": true, "parentBeatType": { "name": "Turn", "slug": "turn", "status": "active", "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54", "version": 1, "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [ { "to": 6, "from": 2, "loop": { "name": "27_cost_of_inaction", "slug": "27-cost-of-inaction", "status": "active", "bestFor": "Urgent budget requests, compliance, risk mitigation", "canonId": "019dd956-70d1-7395-a15b-857ba858b394", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point", "description": "Quantify what happens if the audience does nothing", "familyLabel": null }, "matchId": "bde284dd-6e6f-4621-a783-b357bbfb821b", "evidence": "The letter emphasizes the potential consequences of inaction", "position": 0, "objective": "Highlight the risks of not addressing the stock price performance and leverage ratio", "confidence": 0.6, "extraction": { "at": "2026-07-16 21:57:14.582007+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 6, "type": "setup", "title": "Page number 356 included in top right.", "function": "prioritize", "rawType": "key_messages", "block": null, "metadata": { "slideType": "key_messages", "slideTypeCanon": { "name": "Key messages", "slug": "key_messages", "status": "active", "canonId": "019de52d-0712-703f-89f5-bda6688faf3f", "version": 1, "description": null }, "function": "prioritize", "functionCanon": { "name": "Prioritize", "slug": "prioritize", "status": "active", "canonId": "019de52d-1519-74b0-bca0-2b0217b641fa", "version": 1, "description": null }, "density": "sparse", "densityScore": 13, "componentCount": 3, "textChars": 207, "nDataPoints": 0, "notes": "Page number 356 included in top right.", "elementsJson": [ "headline_text", "bullet_list" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:54:17.323+00", "seconds": 4.39, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b95-68566689caa8/6", "deck": "/decks/019dd923-622c-750b-8b95-68566689caa8", "deckAnchor": "/decks/019dd923-622c-750b-8b95-68566689caa8#slide-6", "deckJson": "/decks/019dd923-622c-750b-8b95-68566689caa8.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Reduction of Debt should be highest priority", "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 22:47:30+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd952-e6ed-775b-bcad-7fafe1041237", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.85, "x": 0.07, "y": 0.27 }, "kind": "list", "text": "Reduction of Debt should be highest priority; R&D Investment – a priority ahead M&A or stock buy backs; Stock buy backs; M&A", "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 20:54:17.323+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7dd6b61d-701d-4512-bdb6-55f94f6b77b8", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.52, "x": 0.24, "y": 0.12 }, "kind": "title", "text": "Business Matters –Allocation of Capital", "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 20:54:17.323+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "844b454c-800d-4053-bdd6-de206a24c948", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "7e5f200e-5436-44cf-b4f0-3a39e44a3375", "evidence": "The slide explicitly outlines a hierarchy of capital allocation priorities (Debt > R&D > Buybacks > M&A).", "framework": null, "confidence": 0.95, "extraction": { "at": "2026-05-02 20:54:17.323+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 6, "frameworkName": "capital-allocation-framework" } ], "arcBeats": [ { "to": 6, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 5, "name": "Solution & Approach", "beatId": "8221affa-3c8c-4f1d-a811-9ba2942eafe3", "matchId": "dfdcbbd9-a358-4ef7-96ea-20a8ba772560", "beatType": { "name": "Solution & Approach", "slug": "consultants-gambit-solution-approach", "status": "active", "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9", "version": 1, "description": null }, "evidence": "The problem statement and key messages slides outline the solution approach", "position": 3, "isPrimaryArc": true, "parentBeatType": { "name": "Turn", "slug": "turn", "status": "active", "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54", "version": 1, "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [ { "to": 6, "from": 2, "loop": { "name": "27_cost_of_inaction", "slug": "27-cost-of-inaction", "status": "active", "bestFor": "Urgent budget requests, compliance, risk mitigation", "canonId": "019dd956-70d1-7395-a15b-857ba858b394", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point", "description": "Quantify what happens if the audience does nothing", "familyLabel": null }, "matchId": "bde284dd-6e6f-4621-a783-b357bbfb821b", "evidence": "The letter emphasizes the potential consequences of inaction", "position": 0, "objective": "Highlight the risks of not addressing the stock price performance and leverage ratio", "confidence": 0.6, "extraction": { "at": "2026-07-16 21:57:14.582007+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true } ], "arcBeats": [ { "from": 1, "to": 1, "label": "Situation & Context", "description": "The executive summary provides an overview of the situation" }, { "from": 2, "to": 3, "label": "Problem & Complication", "description": "The expose contradiction and closing ask slides present the problem and complication" }, { "from": 4, "to": 4, "label": "Evidence & Proof", "description": "The appendix provides supporting evidence" }, { "from": 5, "to": 6, "label": "Solution & Approach", "description": "The problem statement and key messages slides outline the solution approach" } ], "loops": [ { "from": 2, "to": 6, "label": "Cost Of Inaction", "description": "Highlight the risks of not addressing the stock price performance and leverage ratio" } ] }