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action titles throughout the analytical sections (p.5, p.6, p.12, p.13, p.20) that pair a trend with its driver", "Clear methodological anchor on p.3 (~17K transactions, S&P Capital IQ + EMIS) gives the analysis credibility upfront", "Consistent country-level structure with case studies (p.14-17 Brazil, p.22-24 Mexico) makes the deep-dives easy to navigate" ], "topWeaknesses": [ "No closing recommendation, outlook, or 'so what' slide — deck terminates on Peru analysis (p.30) then bio + disclaimer", "Opening buries the thesis: methodology (p.3) and overview (p.5) precede any point of view; reader waits 5 slides for the headline", "Country sections are uneven — Brazil and Mexico get full deep-dives (cases + PE + VC), while Colombia/Chile/Argentina/Peru get one slide each (p.27-30), breaking MECE", "Several action titles are copy-pasted into the callout (p.27, p.28, p.29), wasting an opportunity to layer insight" ], "narrativeScore": 55, "pillarCritique": "Section dividers exist (agenda 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(TMT) has been the most relevant sector for M&A in Brazil since 2016, and sustained its position in 2023, representing 30% of all transactions; however, despite the great volume, these are usually lower value transactions", "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 19:23:21.876+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a7749a22-3f96-4790-8745-7df2e3afe252", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.9, "x": 0.05, "y": 0.2 }, "kind": "list", "text": "Volume of M&A transactions in Brazil reached its peak in 2020-2021, after an upwards trajectory since 2018, driven by heightened confidence due to perceptions of diminishing country risk and positive economic trends", "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 19:23:21.876+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "aecf382b-9947-4d0d-9b85-075c70dcb856", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.9, "x": 0.05, "y": 0.37 }, "kind": "list", "text": "In 2022-2023 there was a downturn in transaction volume – reaching its lowest volume in a decade – driven by inflation, interest rates and supply chain challenges and sector specific impacts in Technology and Healthcare.", "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 19:23:21.876+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c759b207-8adf-4b75-8b82-7c6206bef0a3", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.9, "x": 0.05, "y": 0.27 }, "kind": "list", "text": "TMT, healthcare and real state were the key sectors driving this growth, while other sectors remained stable. TMT saw a 116% growth in transactions in 2021 vs. 2013 (+122 deals) while healthcare increased 185% (+65 deals).", "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 19:23:21.876+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ff5f75a3-7a93-4eb5-98a3-3af54d181575", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "transaction volume", "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": "2026-04-24 13:19:27+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-c7cb-728d-8e62-1b42825f8af3", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.9, "x": 0.05, "y": 0.06 }, "kind": "title", "text": "M&A transactions in Brazil reached its peak in 2020-2021, driven by TMT, healthcare and real state sectors and increased participation of PE and VC funds; however, market has since slowed down", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:23:21.876+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6eb1932e-bc6f-4de0-89d6-7ef349d94e2a", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 16, "arc": { "name": "Monroe's Motivated Sequence", "slug": "monroes-sequence", "status": "active", "bestFor": "Persuasive speeches, call-to-action decks", "canonId": "019dd956-5f25-7189-a428-2e6d7f9e5606", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Attention -> Need -> Satisfaction -> Visualization -> Action", "description": null, "familyLabel": null }, "from": 11, "name": "Satisfaction", "beatId": "8de859db-bf11-4e85-9a9c-c8435dd19ff2", "matchId": "e6959bdb-c62d-445d-9d35-23e3a3ddca2c", "beatType": { "name": "Satisfaction", "slug": "monroes-sequence-satisfaction", "status": "active", "canonId": "019dd9b8-16a5-73c8-a3ce-00850dc2cbd8", "version": 1, "description": null }, "evidence": "The document provides satisfaction by presenting data and examples of M&A activity", "position": 2, "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": 16, "from": 11, "loop": { "name": "06_zoom_in", "slug": "06-zoom-in", "status": "active", "bestFor": "Technical deep-dives, case studies, detailed analysis", "canonId": "019dd956-6846-74db-82be-dff5b058b072", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Big Picture -> Key Area of Focus -> Specific Detail -> Implication", "description": "Start broad, then progressively focus on specific details that prove your point", "familyLabel": null }, "matchId": "b392d2cf-6d7c-4b79-9f2d-7233d3871e7c", "evidence": "The document provides examples of M&A transactions in Brazil", "position": 1, "objective": "What are the key sectors driving M&A activity in Brazil?", "confidence": 0.7, "extraction": { "at": "2026-07-16 21:06:20.434795+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 12, "type": "analysis", "title": "The chart shows a significant drop in 2023 compared to previous years, with a -58% annotation.", "function": "analyze_data", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 63, "componentCount": 6, "textChars": 805, "nDataPoints": 110, "notes": "The chart shows a significant drop in 2023 compared to previous years, with a -58% annotation.", "elementsJson": [ "headline_text", "bar_chart_stacked", "callout_box" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:23:20.919+00", "seconds": 3.038, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b638-3a493d8ae58f/12", "deck": "/decks/019dd923-5ca1-7489-b638-3a493d8ae58f", "deckAnchor": "/decks/019dd923-5ca1-7489-b638-3a493d8ae58f#slide-12", "deckJson": "/decks/019dd923-5ca1-7489-b638-3a493d8ae58f.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "However, in 2023 there was a sharp drop in transactions, with the TMT and healthcare sectors being severely impacted – reaching its lowest levels in the decade", "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": "2026-04-24 13:19:34+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-c7cb-728d-8e66-0bafecc06f36", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.65, "x": 0.03, "y": 0.22 }, "kind": "chart", "text": "M&As Brazil, by industrial sector (2013-23)", "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": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:23:20.919+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "81a8f030-aaae-44ec-b7d1-9ff4327f6c9e", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.28, "x": 0.69, "y": 0.22 }, "kind": "list", "text": "Highlights: Transactions embarked on a growth trajectory in 2018-21 of 6% per year; TMT, healthcare and real state were the key sectors; 2023 saw a sharp drop.", "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 19:23:20.919+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9d2808a3-a0a8-492e-b1ce-7314d5727847", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Number of transactions: 312", "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": "2026-04-24 13:19:34+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-c7cb-728d-8e66-0e4c15115142", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.6, "x": 0.03, "y": 0.89 }, "kind": "source-note", "text": "Notes: 1) Updated on 3 December 2023; 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Colombia’s startup and entrepreneurship ecosystem stands out compared to the other countries of the section, leading to a larger relevance of VC investments in the country (20-40% since 2020). In Chile, VC has maintained a 15-30% relevance since 2018 as PE has been limited to up to ~15%. In Argentina, Corporate has remained 70-90% of the number of transactions given macroeconomic dynamics that hinder PE and VC involvement. 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Global economic stagnation and geopolitical conflicts have also impacted these countries. The Covid-19 pandemic impacted M&A activity in 2020 in all the countries of the section, and apart from Peru, economies have bounced back, with number of deals recovering in 2021. The political uncertainties in these countries have also played an important role in M&A activity, especially in 2019, when the Argentinian presidential election and the constitutional crisis in Peru diminished investments in those countries. 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