{ "schemaVersion": "deck-intelligence.v1", "id": "019dd923-622c-750b-8b97-4bc268b72a4c", "slug": "b78b6e0768fc", "title": "dLocal (DLO)", "subtitle": "Carson C. Block · 2022-12", "author": "Carson C. Block", "date": "2022-12-01 00:00:00", "pageCount": 3, "kind": "research-note", "orientation": "portrait", "aspectRatio": 0.77272725, "targetCompany": "dLocal", "targetTicker": "DLO", "document": { "id": "019dd923-622c-750b-8b97-4bc268b72a4c", "slug": "b78b6e0768fc", "title": "dLocal (DLO)", "rawTitle": "MW DLO 12012022", "authorId": "51_Muddy_Waters", "authorName": "Carson C. Block", "authorDisplay": "Carson C. Block", "kind": { "slug": "research-note", "label": "Research note" }, "sourceType": { "slug": "short_seller", "label": "Short seller" }, "fileName": "2022-12-MW_DLO_12012022.pdf", "sourceUrl": "http://www.muddywatersresearch.com/research/", "sourceDate": null, "presentationDate": "2022-12-01 00:00:00", "ingestedAt": "2026-04-22 19:53:53+00", "status": "ready", "pageCount": 3, "orientation": "portrait", "aspectRatio": 0.77272725, "targetCompany": "dLocal", "targetTicker": "DLO", "metadata": { "local_root": "/tmp/legacy-images/b78b6e0768fc", "activist_firm": "Muddy Waters", "origin_corpus": "contrarian", "extraction_seconds": 65.84918594360352 } }, "coverage": { "pageCount": 3, "pagesIndexed": 3, "pagesWithImages": 3, "pagesWithMetadata": 3, "imageCoveragePct": 100, "metadataCoveragePct": 100, "componentCount": 7, "chartCount": 0, "metricSlides": 0, "toolMatches": 2, "documentToolMatches": 2, "frameworkMatches": 1, "arcMatches": 1, "beatMatches": 2, "loopMatches": 1, "patternMatches": 0, "storymakersMatch": false, "scoreAvailable": false, "reviewAvailable": false, "activistThesisAvailable": true, "pitchdeckMetadataAvailable": false, "pitchdeckProfileAvailable": false }, "blocks": [], "matches": { "arcs": [ { "arc": { "name": "Problem-Agitate-Solution", "slug": "problem-agitate-solution", "status": "active", "bestFor": "Sales pitches, urgency-driven, competitive displacement", "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)", "description": null, "familyLabel": null, "categoryName": "Strategy & Business", "categorySlug": "strategy-business" }, "matchId": "1c17095e-fc5d-45d3-86a3-1c9c2401148d", "evidence": "The document structure suggests a critique (villain_critique) followed by a preemptive rebuttal (preempt_rebuttal), which aligns with the problem-agitate-solution narrative shape.", "isPrimary": true, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:58:47.154727+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "beats": [ { "to": 2, "arc": { "name": "Problem-Agitate-Solution", "slug": "problem-agitate-solution", "status": "active", "bestFor": "Sales pitches, urgency-driven, competitive displacement", "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)", "description": null, "familyLabel": null, "categoryName": "Strategy & Business", "categorySlug": "strategy-business" }, "from": 2, "name": "Critique of dLocal", "beatId": "30b4cacd-ead4-426c-a565-6031796faa9e", "matchId": "1c17095e-fc5d-45d3-86a3-1c9c2401148d", "beatType": null, "evidence": "The content of the slide suggests a critical analysis of dLocal's actions.", "position": 0, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.7 }, { "to": 3, "arc": { "name": "Problem-Agitate-Solution", "slug": "problem-agitate-solution", "status": "active", "bestFor": "Sales pitches, urgency-driven, competitive displacement", "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)", "description": null, "familyLabel": null, "categoryName": "Strategy & Business", "categorySlug": "strategy-business" }, "from": 3, "name": "Preemptive Rebuttal", "beatId": "630f3ed0-a8f6-41f7-a5de-64c32c64ef15", "matchId": "1c17095e-fc5d-45d3-86a3-1c9c2401148d", "beatType": null, "evidence": "The content of the slide suggests a response to potential criticisms or questions about dLocal's financial reporting.", "position": 1, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.7 } ], "loops": [ { "to": 3, "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": "5a30fcad-8690-4c6e-b2f3-d8264642ca59", "evidence": "The critique and preemptive rebuttal suggest an analysis of the costs of inaction regarding financial transparency.", "position": 0, "objective": "What are the implications of dLocal's lack of transparency?", "confidence": 0.6, "extraction": { "at": "2026-07-16 21:58:47.28389+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": "5fbb6e8d-9105-4681-b895-c5c6745d33b1", "evidence": null, "pageRefs": null, "priority": null, "whenToUse": "When management credibility is the lever", "confidence": null, "extraction": { "at": "2026-04-29 12:07:50.005477+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 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": "a2e836bd-1534-4e46-a814-5cbd675bff20", "evidence": null, "pageRefs": null, "priority": null, "whenToUse": "In activist decks where the personality matters", "confidence": null, "extraction": { "at": "2026-04-29 12:07:50.005477+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": null, "whyItWorks": "Makes the antagonist concrete", "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "f09bfb7f-15d7-40a4-ac8f-be32275e5116", "evidence": "The slide uses the absence of a testable explanation as a diagnostic indicator of fraud.", "framework": null, "confidence": 0.85, "extraction": { "at": "2026-05-02 20:47:49.923+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 3, "frameworkName": "fraud-exposure" } ], "patterns": [] }, "storymakers": null, "score": null, "review": null, "activistThesis": { "tone": "adversarial", "notes": "Three-page text-only follow-up memo to Muddy Waters' initial DLO fraud report. Page 1 is boilerplate Terms of Use with the MW logo; pages 2-3 are the actual argument, formatted as a Word-style memo with no charts, tables, or branding. Rhetorical device of the piece: treating management's refusal to put denials in writing as itself evidence of guilt, supported by a verbatim quote from DLO's JP Morgan broker call ('always segregated clients' funds from proprietary, never had deficit even before IPO') that MW frames as contradicting the reconciled cash-flow math. No named villain — critique stays at the entity/management level. Signed by Carson Block on the cover as Director of Research.", "kpisCited": [ { "detail": "$15 million paid to pre-IPO shareholders", "metric": "2020 special dividend" }, { "detail": "$3.3mm baseline, up to $10.4mm if client-fund portion of financial-asset collections is included", "metric": "Consolidated cash flow deficit (2020)" }, { "detail": "$4.1 million shortfall", "metric": "Malta subsidiary cash flow deficit (2020)" }, { "detail": "$7.1 million — client vs. company split undisclosed", "metric": "Net cash collections from financial assets (2020)" } ], "closingAsk": "Investors should treat DLO's refusal to provide a written, testable cash-flow reconciliation as an admission of using client funds for its own cash needs.", "extraction": { "at": "2026-04-22 19:53:53+00", "model": "unknown-legacy", "runId": null, "seconds": 65.84919, "promptVersion": null }, "scqaReward": "No explicit price target is provided; the implied payoff is vindication of the short thesis and further downside in DLO equity as fraud concerns around misuse of client funds are confirmed rather than rebutted.", "thesisTypes": [ "fraud_exposure" ], "top3Reasons": [ "2020 consolidated cash flow fails to reconcile — up to $10.4mm deficit funding the $15mm special dividend", "Malta subsidiary shows a $4.1mm cash flow deficit, implying client funds were tapped", "DLO refuses to put denials in writing, only non-substantive verbal responses on broker calls" ], "scqaSituation": "dLocal is a cross-border payments processor that holds large amounts of third-party client funds on its balance sheet at all times, listed via IPO after paying a $15 million special dividend to pre-IPO shareholders in 2020.", "thesisSummary": "This follow-up note from Muddy Waters reinforces its earlier fraud thesis on dLocal (DLO) after management declined to respond in writing to the initial report. DLO has instead held verbal-only conference calls with clients of Morgan Stanley, JP Morgan, Citigroup and Goldman Sachs, where it claimed client funds were always segregated from proprietary cash. Muddy Waters counters that DLO's 2020 consolidated cash flow does not reconcile: a $3.3 million deficit at the consolidated level (potentially as high as $10.4 million once $7.1 million of net financial-asset collections is accounted for) and a $4.1 million deficit at the Malta subsidiary. Because DLO holds significant third-party client funds on balance sheet, any uses exceeding sources implies client money funded the $15 million special dividend to pre-IPO shareholders. Block argues the refusal to put a testable explanation in writing is itself an admission of guilt.", "primaryDemands": [ "dLocal must provide a detailed written explanation reconciling its 2020 cash flows", "Address in writing the multiple indicia of fraud raised in the initial report rather than via non-substantive broker calls" ], "scqaResolution": "DLO must publish a written, testable reconciliation of its 2020 cash flows showing client versus company funds, and substantively address in writing the other indicia of fraud raised in Muddy Waters' initial report.", "thesisOneLiner": "DLO's refusal to reconcile 2020 cash flows in writing, while verbally denying misuse on broker calls, confirms Muddy Waters' view that client funds financed the pre-IPO special dividend.", "precedentsCited": [], "scqaComplication": "DLO's 2020 consolidated cash flow does not reconcile — a deficit of $3.3mm to $10.4mm plus a $4.1mm deficit at its Malta subsidiary — yet management refuses to address the discrepancy in writing, only making verbal denials on broker calls.", "narrativeInterest": 3, "notableSlidePages": [ 2 ], "peerCompaniesCited": [], "valuationFrameworks": [ "not_shown" ], "visualCraftInterest": 1 }, "pitchdeck": { "metadata": null, "profile": null }, "slides": [ { "page": 1, "type": "setup", "function": "other", "imagePath": "https://imgproxy.kitesheet.com/2BEI3V7h_IGZT1ry51V-EXLALjyXMyv5E1RLx1wDoXA/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy9iNzhiNmUwNzY4ZmMvcDAwMS5qcGc", "rawType": "appendix_disclosure", "block": null, "metadata": { "slideType": "appendix_disclosure", "slideTypeCanon": { "name": "Appendix disclosure", "slug": "appendix_disclosure", "status": "active", "canonId": "019de52d-07b2-7549-8e8b-932a19f6e616", "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": 7, "componentCount": 3, "textChars": 155, "nDataPoints": 0, "notes": null, "elementsJson": [ "paragraph" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:47:50.246+00", "seconds": 3.186, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b97-4bc268b72a4c/1", "deck": "/decks/019dd923-622c-750b-8b97-4bc268b72a4c", "deckAnchor": "/decks/019dd923-622c-750b-8b97-4bc268b72a4c#slide-1", "deckJson": "/decks/019dd923-622c-750b-8b97-4bc268b72a4c.json" }, "components": [ { "bbox": { "h": 0.8, "w": 0.9, "x": 0.05, "y": 0.15 }, "kind": "disclaimer", "text": "Full legal text regarding the use of Muddy Waters Research reports, liability limitations, and jurisdictional notices.", "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 20:47:50.246+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7ec957b2-7745-44d3-865e-0055d5d4f6eb", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.15, "x": 0.05, "y": 0.05 }, "kind": "image", "text": "Muddy Waters Capital 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 20:47:50.246+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1e87337c-113c-4e02-89e1-eb886d64264e", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.05, "y": 0.11 }, "kind": "title", "text": "Terms of Use", "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 20:47:50.246+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ad0a891b-677f-4ca6-8bb8-f87841aca8e9", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "thumbSrc": "https://imgproxy.kitesheet.com/JkGFxUJpxsjP5dZjotPXu6yUDZmzsn4SmyDDrSMZo9Q/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy9iNzhiNmUwNzY4ZmMvcDAwMS5qcGc", "imagePathAlt": "https://imgproxy.kitesheet.com/PvveqtldPTGw5a1o_cK0VQZtI6vBL5fk59_aypCq8X0/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy9iNzhiNmUwNzY4ZmMvcDAwMS5wbmc", "thumbSrcAlt": "https://imgproxy.kitesheet.com/qeHRMzVvlkt_u2P_q_7Hi5rO3RjPj17xFWzFUX09S0U/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy9iNzhiNmUwNzY4ZmMvcDAwMS5wbmc" }, { "page": 2, "type": "tension", "title": "This is a text-only research note slide. It functions as a critique of the company's communication strategy, framing their verbal denials as evasive and incrimi", "function": "expose_contradiction", "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": "expose_contradiction", "functionCanon": { "name": "Expose contradiction", "slug": "expose_contradiction", "status": "active", "canonId": "019de52d-171f-776f-887c-73edaff4cf9c", "version": 1, "description": null }, "density": "sparse", "densityScore": 6, "componentCount": 2, "textChars": 226, "nDataPoints": null, "notes": "This is a text-only research note slide. It functions as a critique of the company's communication strategy, framing their verbal denials as evasive and incriminating.", "elementsJson": [ "headline_text", "paragraph", "footnote" ], "confidence": null, "extraction": { "model": "unknown-legacy", "runId": null, "at": "2026-04-22 23:33:10+00", "seconds": null, "promptVersion": null } }, "links": { "slide": "/slides/019dd923-622c-750b-8b97-4bc268b72a4c/2", "deck": "/decks/019dd923-622c-750b-8b97-4bc268b72a4c", "deckAnchor": "/decks/019dd923-622c-750b-8b97-4bc268b72a4c#slide-2", "deckJson": "/decks/019dd923-622c-750b-8b97-4bc268b72a4c.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "The failure to provide a written explanation that can be tested should be deemed an admission of guilt.", "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 23:33:10+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-25b7-709e-b8cd-bf114d37e3f5", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "“always segregated clients’ funds from proprietary, never had deficit even before IPO.” — dLocal management (via JP Morgan)", "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 23:33:10+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-25b7-709e-b8cd-c1e255b3f313", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 2, "arc": { "name": "Problem-Agitate-Solution", "slug": "problem-agitate-solution", "status": "active", "bestFor": "Sales pitches, urgency-driven, competitive displacement", "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)", "description": null, "familyLabel": null }, "from": 2, "name": "Critique of dLocal", "beatId": "30b4cacd-ead4-426c-a565-6031796faa9e", "matchId": "1c17095e-fc5d-45d3-86a3-1c9c2401148d", "beatType": null, "evidence": "The content of the slide suggests a critical analysis of dLocal's actions.", "position": 0, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.7 } ], "loops": [ { "to": 3, "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": "5a30fcad-8690-4c6e-b2f3-d8264642ca59", "evidence": "The critique and preemptive rebuttal suggest an analysis of the costs of inaction regarding financial transparency.", "position": 0, "objective": "What are the implications of dLocal's lack of transparency?", "confidence": 0.6, "extraction": { "at": "2026-07-16 21:58:47.28389+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 a continuation of a previous paragraph, likely part of a short-seller research report.", "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": "sparse", "densityScore": 19, "componentCount": 2, "textChars": 855, "nDataPoints": 0, "notes": "This is a continuation of a previous paragraph, likely part of a short-seller research report.", "elementsJson": [ "paragraph" ], "confidence": 0.9, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 20:47:49.923+00", "seconds": 2.483, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-622c-750b-8b97-4bc268b72a4c/3", "deck": "/decks/019dd923-622c-750b-8b97-4bc268b72a4c", "deckAnchor": "/decks/019dd923-622c-750b-8b97-4bc268b72a4c#slide-3", "deckJson": "/decks/019dd923-622c-750b-8b97-4bc268b72a4c.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "The logical action for a guilty company to take would be to avoid providing an explanation that can be tested.", "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 23:33:10+00", "model": "unknown-legacy", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd953-25b7-709e-b8cd-2c56915d4ddc", "parentComponentId": null }, { "bbox": { "h": 0.265, "w": 0.764, "x": 0.118, "y": 0.094 }, "kind": "paragraph", "text": "explanation as to how the cash flows reconcile. (There are myriad other indicia of fraud discussed in our initial report that DLO should substantively address in writing of course.) It is hard for us to believe that any innocent company would not do so, especially if it’s investing significant time sweet-talking investors on broker calls. A “guilty” company, on the other hand, would be reluctant to provide an explanation because in the world of double entry bookkeeping, such a lie would almost certainly fall apart under scrutiny. The dismantling of a detailed written response would keep the issue prominent in investors’ minds. The logical action for a guilty company to take would be to avoid providing an explanation that can be tested.", "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 20:47:49.923+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7c95e53f-6738-4dab-be90-658fc617e79c", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "f09bfb7f-15d7-40a4-ac8f-be32275e5116", "evidence": "The slide uses the absence of a testable explanation as a diagnostic indicator of fraud.", "framework": null, "confidence": 0.85, "extraction": { "at": "2026-05-02 20:47:49.923+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 3, "frameworkName": "fraud-exposure" } ], "arcBeats": [ { "to": 3, "arc": { "name": "Problem-Agitate-Solution", "slug": "problem-agitate-solution", "status": "active", "bestFor": "Sales pitches, urgency-driven, competitive displacement", "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)", "description": null, "familyLabel": null }, "from": 3, "name": "Preemptive Rebuttal", "beatId": "630f3ed0-a8f6-41f7-a5de-64c32c64ef15", "matchId": "1c17095e-fc5d-45d3-86a3-1c9c2401148d", "beatType": null, "evidence": "The content of the slide suggests a response to potential criticisms or questions about dLocal's financial reporting.", "position": 1, "isPrimaryArc": true, "parentBeatType": null, "alignedBlockIds": null, "matchConfidence": 0.7 } ], "loops": [ { "to": 3, "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": "5a30fcad-8690-4c6e-b2f3-d8264642ca59", "evidence": "The critique and preemptive rebuttal suggest an analysis of the costs of inaction regarding financial transparency.", "position": 0, "objective": "What are the implications of dLocal's lack of transparency?", "confidence": 0.6, "extraction": { "at": "2026-07-16 21:58:47.28389+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true } ], "arcBeats": [ { "from": 2, "to": 2, "label": "Critique of dLocal", "description": "The content of the slide suggests a critical analysis of dLocal's actions." }, { "from": 3, "to": 3, "label": "Preemptive Rebuttal", "description": "The content of the slide suggests a response to potential criticisms or questions about dLocal's financial reporting." } ], "loops": [ { "from": 2, "to": 3, "label": "Cost Of Inaction", "description": "What are the implications of dLocal's lack of transparency?" } ] }