{ "schemaVersion": "deck-intelligence.v1", "id": "019dd923-5ca1-7489-b635-f31a406868d6", "slug": "ad48a7aff8040249", "title": "Global Private Equity Report 2016", "subtitle": "Bain", "author": "Bain", "pageCount": 72, "kind": "consulting-deck", "orientation": "portrait", "aspectRatio": 0.773, "document": { "id": "019dd923-5ca1-7489-b635-f31a406868d6", "slug": "ad48a7aff8040249", "title": "Global Private Equity Report 2016", "rawTitle": "Global Private Equity Report 2016", "authorId": "Bain", "authorName": "Bain", "authorDisplay": "Bain", "kind": { "slug": "consulting-deck", "label": "Consulting deck" }, "sourceType": { "slug": "strategy_consulting", "label": "Strategy consulting" }, "fileName": "2016-Global-Private-Equity-Report-2016.pdf", "sourceUrl": "https://media.bain.com/Images/Bain_and_Company_Global_Private_Equity_Report_2016.pdf", "sourceDate": "2016-01-01 00:00:00", "presentationDate": null, "ingestedAt": "2026-04-23 20:51:32+00", "status": "ready", "pageCount": 72, "orientation": "portrait", "aspectRatio": 0.773, "targetCompany": null, "targetTicker": null, "metadata": { "local_root": "/tmp/legacy-images/ad48a7aff8040249", "origin_corpus": "consulting" } }, "coverage": { "pageCount": 72, "pagesIndexed": 72, "pagesWithImages": 72, "pagesWithMetadata": 72, "imageCoveragePct": 100, "metadataCoveragePct": 100, "componentCount": 535, "chartCount": 64, "metricSlides": 28, "toolMatches": 142, "documentToolMatches": 0, "frameworkMatches": 14, "arcMatches": 2, "beatMatches": 8, "loopMatches": 9, "patternMatches": 0, "storymakersMatch": true, "scoreAvailable": true, "reviewAvailable": true, "activistThesisAvailable": false, "pitchdeckMetadataAvailable": false, "pitchdeckProfileAvailable": false }, "blocks": [], "matches": { "arcs": [ { "arc": { "name": "The Triple Take", "slug": "triple-take", "status": "active", "bestFor": "Data-driven presentations, research findings", "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)", "description": null, "familyLabel": null, "categoryName": "Analysis & Information", "categorySlug": "analysis-information" }, "matchId": "019dd95a-0543-7581-99b0-a4ee1ea17720", "evidence": "Section 1 (pp.7-38) reports 2015 facts; Section 2 (pp.39-63) draws the implication of a 'mandate to differentiate'; Section 3 (pp.65-69) prescribes recession-proofing actions.", "isPrimary": true, "confidence": 85, "extraction": { "at": "2026-04-29 13:07:28.977035+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null } }, { "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": "019dd95a-0543-7581-99b0-aa87d657f7e3", "evidence": "Establishes 2015 context, names complications (multiples, debt drying), proposes differentiation solution, shows case-study proof, ends on recession next steps.", "isPrimary": false, "confidence": 70, "extraction": { "at": "2026-04-29 13:07:28.977035+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null } } ], "beats": [ { "to": 38, "arc": { "name": "The Triple Take", "slug": "triple-take", "status": "active", "bestFor": "Data-driven presentations, research findings", "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)", "description": null, "familyLabel": null, "categoryName": "Analysis & Information", "categorySlug": "analysis-information" }, "from": 7, "name": "The Facts (What)", "beatId": "019dd95a-07a5-761b-9143-8cb5a7f43e6c", "matchId": "019dd95a-0543-7581-99b0-a4ee1ea17720", "beatType": { "name": "The Facts (What)", "slug": "triple-take-the-facts-what", "status": "active", "canonId": "019dd9b8-092b-754c-8eaa-ede3ffdcb060", "version": 1, "description": null }, "evidence": "Section 1 'What happened' + key takeaways aggregating fund-raising, investments, exits, returns data.", "position": 1, "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. 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The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 85 }, { "to": 14, "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": "Situation & Context", "beatId": "019dd95a-07a5-761b-9143-9bb0473993b0", "matchId": "019dd95a-0543-7581-99b0-aa87d657f7e3", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "'Heading toward a new normal?' + fund-raising baseline.", "position": 1, "isPrimaryArc": false, "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. 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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": 70 }, { "to": 63, "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": 59, "name": "Evidence & Proof", "beatId": "019dd95a-07a5-761b-9143-a4ffc66da8a9", "matchId": "019dd95a-0543-7581-99b0-aa87d657f7e3", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "Value-creation capability data + consistency case + key takeaways.", "position": 4, "isPrimaryArc": false, "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": 70 }, { "to": 69, "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": 65, "name": "Impact & Next Steps", "beatId": "019dd95a-07a5-761b-9143-a9e8f78c72e3", "matchId": "019dd95a-0543-7581-99b0-aa87d657f7e3", "beatType": { "name": "Impact & Next Steps", "slug": "consultants-gambit-impact-next-steps", "status": "active", "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655", "version": 1, "description": null }, "evidence": "Section 3 recession-proofing playbook with 2x2 and three actions.", "position": 5, "isPrimaryArc": false, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. 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35, "slug": "35-scenario-fork", "end_page": 69, "evidence": "Section opens 'Have you stormproofed your portfolio?', 2x2 prime-target quadrant on p.66, three numbered actions pp.68-69.", "position": 9, "objective": "Triage portfolio for recession with 2x2 and prioritized actions", "confidence": 85, "start_page": 65 } ], "slide_tools": [ { "tools": [ { "id": 155, "slug": "credibility-transfer", "layer": "Slide", "evidence": "Callout: 'more than triple the size of the next largest consulting company serving PE firms.'", "confidence": 80 }, { "id": 169, "slug": "authority-bias", "layer": "Slide", "evidence": "Establishes Bain PE practice scale to borrow authority.", "confidence": 75 } ], "page_number": 2 }, { "tools": [ { "id": 123, "slug": "opening-hooks", "layer": "Slide", "evidence": "Provocative-question opener: 'Heading toward a new normal?'", "confidence": 80 }, { "id": 67, "slug": "curiosity-gap", "layer": "Block", "evidence": "Question framing leaves the answer to be discovered through the report.", "confidence": 70 } ], "page_number": 5 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Figure title states insight: '2015 was another strong year for private equity.'", "confidence": 85 }, { "id": 133, "slug": "small-multiples", "layer": "Slide", "evidence": "Three side-by-side bar charts: Exits, Fund-raising, Investments using identical scale.", "confidence": 90 }, { "id": 80, "slug": "data-story-arc", "layer": "Loop", "evidence": "Opens loop establishing context with three parallel data series.", "confidence": 70 } ], "page_number": 7 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Section header 'Fund-raising: Bigger, better, faster' is itself a tricolon insight.", "confidence": 85 }, { "id": 92, "slug": "tricolon", "layer": "Loop", "evidence": "Three parallel adjectives 'Bigger, better, faster' in escalating order.", "confidence": 85 } ], "page_number": 8 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Action title 'The shakeout that didn't happen' frames a counter-expectation.", "confidence": 80 }, { "id": 152, "slug": "unexpected-pattern", "layer": "Slide", "evidence": "Callout: 'global financial crisis claimed many victims but barely put a dent in PE AUM.'", "confidence": 75 } ], "page_number": 9 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Action title quantifies insight: '$175B... below preceding year's $197B... but big funds near closing.'", "confidence": 85 } ], "page_number": 10 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Title states insight 'distributions supported new commitments in all major regions'.", "confidence": 80 }, { "id": 86, "slug": "causal-chain", "layer": "Loop", "evidence": "Distributions → re-up commitments causal logic, $650B funneled.", "confidence": 70 } ], "page_number": 11 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Title: 'Fewer LPs were tracking above their target PE allocation in 2015.'", "confidence": 80 } ], "page_number": 12 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Title with comparison: 'Funds closed faster... than at any time since 2007.'", "confidence": 85 } ], "page_number": 13 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Section header 'Investments: Pressures mount on every side' uses metaphor.", "confidence": 85 }, { "id": 121, "slug": "metaphor-analogy", "layer": "Slide", "evidence": "'Pressures mount on every side' frames market as siege.", "confidence": 70 } ], "page_number": 15 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Action title 'Deals valued between $5B and $10B saw an uptick in 2015.'", "confidence": 80 } ], "page_number": 16 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Action title 'Uninvested dry powder hit record levels in 2015.'", "confidence": 85 }, { "id": 130, "slug": "color-strategy", "layer": "Slide", "evidence": "2015 buyout segment highlighted in red against grayscale stack.", "confidence": 80 }, { "id": 158, "slug": "von-restorff-effect", "layer": "Slide", "evidence": "Bright red 'Buyout' segment stands out against gray stack.", "confidence": 80 } ], "page_number": 17 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Title: 'Corporations were active acquirers in big NA and APAC deals in 2015.'", "confidence": 80 } ], "page_number": 18 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "'In 2015, average LBO purchase price multiples hit record highs in the US.'", "confidence": 85 }, { "id": 156, "slug": "emotional-appeal", "layer": "Slide", "evidence": "Callout: 'scrambling the calculus of deal making.'", "confidence": 65 } ], "page_number": 19 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Action title states the directional finding on debt supply tapering.", "confidence": 85 } ], "page_number": 20 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Action title repeats verbatim in callout reinforcing the insight.", "confidence": 80 } ], "page_number": 21 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "'Add-on deals have increased as funds resort to buy-and-build strategies to boost returns.'", "confidence": 85 } ], "page_number": 22 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "'Large public-to-private conversions account for the bulk of total buyout deal value.'", "confidence": 80 } ], "page_number": 23 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Title links public-to-private deals with valuation convergence.", "confidence": 80 } ], "page_number": 24 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Section header 'Exits: A great year to be a seller.'", "confidence": 85 }, { "id": 122, "slug": "story-moments", "layer": "Slide", "evidence": "Frames exit market as a moment of opportunity.", "confidence": 60 } ], "page_number": 26 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Title states insight on middle-market price advantage.", "confidence": 80 } ], "page_number": 27 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Title 'Wide-open exit channels have helped clear the backlog of precrisis investments.'", "confidence": 85 } ], "page_number": 28 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Title gives directional finding on returns falling and converging.", "confidence": 80 } ], "page_number": 29 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Title: 'Sales to strategic acquirers remained strong in 2015.'", "confidence": 80 } ], "page_number": 30 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Action title contrasts corporates as buyers vs sellers since 2010.", "confidence": 80 } ], "page_number": 31 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Two figures in one page each carry their own action title.", "confidence": 80 }, { "id": 133, "slug": "small-multiples", "layer": "Slide", "evidence": "Figures 1.24 and 1.25 paired side-by-side as parallel charts.", "confidence": 80 } ], "page_number": 32 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Forward-looking title 'Slower investment activity will feed through to fewer exits in the years ahead.'", "confidence": 85 }, { "id": 99, "slug": "foreshadowing", "layer": "Loop", "evidence": "Plants the warning that drives the differentiation mandate in Section 2.", "confidence": 75 } ], "page_number": 33 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Section header 'Returns: Confidence regained.'", "confidence": 80 } ], "page_number": 34 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Action title with both finding and qualifier on 10-year horizon.", "confidence": 80 }, { "id": 78, "slug": "contrast-pairs", "layer": "Loop", "evidence": "Buyout funds vs mPME public benchmarks across regions.", "confidence": 70 } ], "page_number": 35 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Title: 'Post-crisis fund vintages are beginning to pull away from the public markets.'", "confidence": 85 } ], "page_number": 36 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Title: 'LPs satisfaction with and expectations for PE returns improved markedly.'", "confidence": 80 } ], "page_number": 37 }, { "tools": [ { "id": 153, "slug": "core-message-extraction", "layer": "Slide", "evidence": "Six bullet 'Key takeaways' distilling Section 1 to its commander's intent.", "confidence": 85 }, { "id": 114, "slug": "peak-end-rule", "layer": "Loop", "evidence": "Closing summary placed at section end so audience remembers the top-line.", "confidence": 70 }, { "id": 116, "slug": "chunking", "layer": "Loop", "evidence": "Six discrete bullets chunk a 30-page section into recallable units.", "confidence": 75 } ], "page_number": 38 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Section header is a directive: 'PE firms face a mandate to differentiate.'", "confidence": 90 }, { "id": 6, "slug": "big-idea-formula", "layer": "Block", "evidence": "Crystallizes Section 2's POV in one line.", "confidence": 70 } ], "page_number": 39 }, { "tools": [ { "id": 94, "slug": "antithesis", "layer": "Loop", "evidence": "Callout: 'chasm between big, well-performing GPs (the haves) and less prominent GPs.'", "confidence": 80 }, { "id": 42, "slug": "pareto-principle-80-20", "layer": "Block", "evidence": "Logic that top-performing GPs capture disproportionate share of capital.", "confidence": 70 } ], "page_number": 40 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "'Top-performing PE firms are exceeding capital targets at an accelerating pace.'", "confidence": 85 } ], "page_number": 41 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Title argues case for large funds via reduced variance.", "confidence": 80 } ], "page_number": 42 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Compound action title links winning, fast access, and scale benefits.", "confidence": 80 } ], "page_number": 43 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Action title acknowledges smaller funds remain a meaningful share.", "confidence": 75 } ], "page_number": 44 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Title 'Ambition should be the capstone of a private equity firm's strategy.'", "confidence": 85 }, { "id": 132, "slug": "visual-hierarchy", "layer": "Slide", "evidence": "Pyramid framework with Ambition at apex, foundation at base.", "confidence": 85 }, { "id": 121, "slug": "metaphor-analogy", "layer": "Slide", "evidence": "Pyramid metaphor for strategic foundation.", "confidence": 75 } ], "page_number": 45 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Title 'PE firms need to mine current sources of strength and cultivate future ones.'", "confidence": 80 } ], "page_number": 46 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Title: 'Sweet-spot investing can help focus a PE firm both internally and externally.'", "confidence": 85 }, { "id": 132, "slug": "visual-hierarchy", "layer": "Slide", "evidence": "Concentric circle framework with red 'Sweet-spot focus' core.", "confidence": 80 }, { "id": 147, "slug": "focal-point", "layer": "Slide", "evidence": "Red bullseye core draws eye to central concept.", "confidence": 80 } ], "page_number": 47 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Title: 'Deals that strayed from PE firms sweet spot consistently underperformed.'", "confidence": 90 }, { "id": 78, "slug": "contrast-pairs", "layer": "Loop", "evidence": "Sweet-spot 2.2x vs strayed 1.3x invested capital.", "confidence": 80 }, { "id": 157, "slug": "sinatra-test", "layer": "Slide", "evidence": "Single proof point used to validate the whole sweet-spot thesis.", "confidence": 65 } ], "page_number": 48 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Title: 'A sweet spot cuts across many different dimensions.'", "confidence": 80 }, { "id": 131, "slug": "gestalt-principles", "layer": "Slide", "evidence": "Eight-arm radar uses radial symmetry to group attributes.", "confidence": 75 }, { "id": 165, "slug": "picture-superiority-effect", "layer": "Slide", "evidence": "Complex 8-dimension framework conveyed as single visual rather than table.", "confidence": 75 } ], "page_number": 49 }, { "tools": [ { "id": 103, "slug": "aha-moment", "layer": "Loop", "evidence": "Callout literally titled 'Discover your ahas!' invoking the insight moment.", "confidence": 75 } ], "page_number": 50 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Title 'Mobilize around big investment themes.'", "confidence": 80 } ], "page_number": 51 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Title: 'Mapping the timing and scale of a demographic shift can open up consequential investment theses.'", "confidence": 80 } ], "page_number": 53 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Action title links spending patterns to demographic-shift impact.", "confidence": 75 } ], "page_number": 54 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Title: 'Five for 2025: Transformational themes for the decade ahead.'", "confidence": 85 }, { "id": 92, "slug": "tricolon", "layer": "Loop", "evidence": "Numbered enumeration ('Five for 2025') as memorable framing device.", "confidence": 60 } ], "page_number": 55 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Title: 'Most PE firms are building portfolio value-creation capabilities, but only half say they have a clearly defined model.'", "confidence": 85 }, { "id": 78, "slug": "contrast-pairs", "layer": "Loop", "evidence": "Building capabilities vs. having a defined model — the gap is the message.", "confidence": 75 } ], "page_number": 60 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Standalone insight title: 'Consistency is critical.'", "confidence": 85 }, { "id": 124, "slug": "closing-techniques", "layer": "Slide", "evidence": "Memorable single-line closer setting up Section 2 takeaways.", "confidence": 70 } ], "page_number": 62 }, { "tools": [ { "id": 153, "slug": "core-message-extraction", "layer": "Slide", "evidence": "Bulleted 'Key takeaways' summarizes Section 2.", "confidence": 85 }, { "id": 114, "slug": "peak-end-rule", "layer": "Loop", "evidence": "Closing summary at section end aids recall.", "confidence": 70 } ], "page_number": 63 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Section header '3. Paying for growth while waiting for the recession' + callout 'Have you stormproofed your portfolio?'", "confidence": 85 }, { "id": 121, "slug": "metaphor-analogy", "layer": "Slide", "evidence": "Storm/recession metaphor: 'stormproofed your portfolio.'", "confidence": 80 }, { "id": 68, "slug": "loss-aversion", "layer": "Block", "evidence": "Frames recession as a loss to defend against.", "confidence": 75 } ], "page_number": 65 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Figure title 'Where to invest resources when recession-proofing your portfolio.'", "confidence": 85 }, { "id": 158, "slug": "von-restorff-effect", "layer": "Slide", "evidence": "Top-right quadrant filled red as 'Prime target companies' against gray cells.", "confidence": 90 }, { "id": 147, "slug": "focal-point", "layer": "Slide", "evidence": "Single red quadrant labelled 'Prime target' draws all attention.", "confidence": 85 }, { "id": 167, "slug": "centre-stage-effect", "layer": "Slide", "evidence": "Recommended quadrant placed top-right as the visual destination.", "confidence": 50 } ], "page_number": 66 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Title 'Potential future returns will be unlikely to match those of recent exits.'", "confidence": 80 } ], "page_number": 67 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Title 'PE-backed companies typically outgrow their underlying markets.'", "confidence": 80 } ], "page_number": 68 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Numbered prescriptive title '3. Seek out companies in sectors well positioned to ride out a downturn.'", "confidence": 80 }, { "id": 124, "slug": "closing-techniques", "layer": "Slide", "evidence": "Final body slide closes with action prescription.", "confidence": 65 } ], "page_number": 69 } ], "slides_seen": 72, "deck_summary": "A textbook Bain industry report that aligns strongly with Storymakers on the surface — disciplined action titles on virtually every chart slide, three named visual frameworks (pyramid, wheel, radar), a 2x2 with a clearly highlighted target quadrant, and per-section key-takeaway closers — but at the macro level it reads as a What/So-What/Now-What annual review rather than a single tightly-built persuasive arc.", "secondary_arcs": [ { "id": 1, "slug": "consultants-gambit", "beats": [ { "name": "Situation & Context", "end_page": 14, "evidence": "'Heading toward a new normal?' + fund-raising baseline.", "position": 1, "start_page": 5 }, { "name": "Problem & Complication", "end_page": 38, "evidence": "Pressures mount, multiples at record, debt tapering, exit backlog.", "position": 2, "start_page": 15 }, { "name": "Solution & Approach", "end_page": 58, "evidence": "Mandate to differentiate via sweet-spot, thematic investing.", "position": 3, "start_page": 39 }, { "name": "Evidence & Proof", "end_page": 63, "evidence": "Value-creation capability data + consistency case + key takeaways.", "position": 4, "start_page": 59 }, { "name": "Impact & Next Steps", "end_page": 69, "evidence": "Section 3 recession-proofing playbook with 2x2 and three actions.", "position": 5, "start_page": 65 } ], "evidence": "Establishes 2015 context, names complications (multiples, debt drying), proposes differentiation solution, shows case-study proof, ends on recession next steps.", "confidence": 70 } ], "images_inspected": 6, "slide_frameworks": [ { "frameworks": [ { "name": "Small Multiples (Exits / Fund-raising / Investments)", "slug": "small-multiples-3panel", "evidence": "Three identically-scaled bar charts side-by-side as Figure 1.1.", "confidence": 85 } ], "page_number": 7 }, { "frameworks": [ { "name": "Strategy Pyramid (Bain Ambition Hierarchy)", "slug": "strategy-pyramid", "evidence": "5-level pyramid: Ambition / Where-to-play & How-to-win / Fund-raising & Support / Talent & culture.", "confidence": 85 } ], "page_number": 45 }, { "frameworks": [ { "name": "Sweet-Spot Focus Wheel", "slug": "sweet-spot-wheel", "evidence": "Concentric circle with red 'Sweet-spot focus' core and four orbiting actions.", "confidence": 80 } ], "page_number": 47 }, { "frameworks": [ { "name": "Sweet-Spot 8-Dimension Radar", "slug": "sweet-spot-radar", "evidence": "Spider/radar with 8 axes: Participation, Investment theme, Partners, Strategy, Sectors, Geography, Target ownership, Size.", "confidence": 90 } ], "page_number": 49 }, { "frameworks": [ { "name": "2x2 Matrix", "slug": "2x2-matrix", "evidence": "Axes labelled 'Size of PE firm's equity stake' (Y) x 'Ability to alter portfolio company's value' (X) with Prime-target quadrant highlighted.", "confidence": 95 } ], "page_number": 66 } ] }, "matchedAt": "2026-04-26 21:57:07+00", "slidesSeen": 72, "deckSummary": "A textbook Bain industry report that aligns strongly with Storymakers on the surface — disciplined action titles on virtually every chart slide, three named visual frameworks (pyramid, wheel, radar), a 2x2 with a clearly highlighted target quadrant, and per-section key-takeaway closers — but at the macro level it reads as a What/So-What/Now-What annual review rather than a single tightly-built persuasive arc.", "imagesInspected": 6, "extractionSeconds": 425.34793 }, "score": { "backend": "codex", "scoredAt": "2026-05-02 12:22:00.5+00", "subScores": { "scqa_arc": 60, "action_titles": 77, "mece_structure": 70, "closing_strength": 46, "evidence_quality": 84, "clarity_of_thesis": 48, "production_quality": 68, "visual_storytelling": 78 }, "totalScore": 66, "coveragePct": 100, "explanations": { "scqa_arc": "A loose Situation-Complication-Answer arc is visible from strong 2015 performance in slide 7 to mounting pressures and differentiation in slides 39-63, but the deck often reads as a sequential analytical report rather than a designed SCQA argument.", "action_titles": "Many exhibit titles are insight-bearing, such as slide 11, \"Positive cash flow from distributions supported new PE buyout fund commitments in all major regions,\" but section labels like slide 7 and continuation pages weaken consistency.", "mece_structure": "The main sections broadly cover market performance, differentiation, and recession preparation, but strategy themes, China, exits, and value creation sometimes overlap and the final chapter appears after a key-takeaways close.", "closing_strength": "Slide 63 provides useful key takeaways, but the deck continues into slides 65-69 and ends with contacts, disclaimer, and corporate boilerplate rather than a final recommendation or next-step call to action.", "evidence_quality": "Claims are heavily supported by longitudinal data, regional charts, benchmark exhibits, and case examples throughout slides 8-37 and 41-60, with only some narrative strategy pages relying more on assertion.", "clarity_of_thesis": "The first five slides establish Bain, contents, and a question-led introduction, but the deck's real argument only becomes inferable from slide 7 and later strategic sections rather than being stated declaratively up front.", "production_quality": "The Bain report format is consistent and data-rich, but long figure-style titles, dense multi-chart pages such as slides 10, 15, 20, and 30, and filler or boilerplate pages reduce polish as a Storymakers deck.", "visual_storytelling": "The deck generally matches message to exhibit type with trend charts, comparison charts, frameworks, and case examples across slides 10-13, 45-49, and 66-68, though many pages are overcrowded or text-heavy." }, "slidesAnalyzed": 72 }, "review": { "backend": null, "verdict": "Polished analytical industry report with a nominal three-act frame and mostly declarative titles in the data-heavy middle, but it buries the answer in the opening and trails off into a tactical checklist at the close — use Act 2's sweet-spot titles as a teaching example of insight-bearing labels, not the overall structure.", "reviewedAt": "2026-04-24 14:28:37+00", "slidesSeen": 72, "suggestions": [ "Insert a one-page executive-answer slide at p.2 that states the 2015 story and 2016 outlook in 3 insight bullets — then move Bain credentials to the back matter", "Rewrite every 'Figure X.X: …' title into a pure insight statement (e.g., p.66 'A 2x2 shows where to invest to recession-proof' → 'Resilient-demand + debt-light assets are the only recession-proof quadrant')", "Rebalance Act 3: expand the recession-proofing prescriptions from 5 slides to 10-12 and close with a consolidated 'So what to do in 2016' slide that ties Acts 1-3 into a single recommendation", "Give every page a real action title — kill the 7 instances where the repeating report-header is standing in for a headline, especially p.40 and p.50 which sit in substantive analytical sections" ], "closingScore": 52, "openingScore": 55, "topStrengths": [ "Declarative, number-anchored action titles in the analytical core (p.17 'Uninvested dry powder hit record levels in 2015'; p.41 'Top-performing PE firms are exceeding capital targets at an accelerating pace')", "Coherent three-act frame with explicit numbered dividers (I at p.7, 2 at p.39, 3 at p.65) that signals an arc rather than a topic dump", "Strong quantitative scaffolding throughout ($527B fundraising, $1,307B dry powder, 10.1x multiples, 2.2x sweet-spot differential) — every claim is anchored" ], "topWeaknesses": [ "Opening leans on Bain credentials (p.2) and delays the thesis until p.5 — no one-page executive answer up front", "Deck ends on p.69 with 'Seek out companies in sectors well positioned to ride out a downturn' — a numbered bullet, not a synthesis; no closing CTA slide bridges the three acts", "At least 7 pages carry only the repeating 'Global Private Equity Report 2016 | Bain & Company, Inc.' header instead of an action title (pp. 4, 6, 40, 50, 59, 61, 64), and the 'Five for 2025 (continued)' slides (pp.56-58) similarly lack titles", "Act structure is wildly unbalanced (32 / 25 / 5 slides) — the prescriptive act is starved relative to the analytical buildup" ], "narrativeScore": 70, "pillarCritique": "Section dividers are explicit and numbered (I/2/3) and roughly MECE along a past → diagnosis → forward-looking axis, but the pillars are badly unbalanced in weight — Act 3 is ~7% of the deck — which breaks the visual promise of three equal legs.", "closingCritique": "The last non-appendix slide (p.69) is labeled '3. 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The private equity market in 2015: What happened ... pg. 1\nFund-raising: Bigger, better, faster ... pg. 2\n- Sidebar: The shakeout that didn't happen\n- LP demand: Hungrier than ever\n- GP supply: Riding the liquidity wave\n- New PE plays for putting money to work\nInvestments: Pressures mount on every side ... pg. 9\n- GPs get creative: The deal-making landscape in 2015\n- Sidebar: Private equity foreshadows China in transition\nExits: A great year to be a seller ... pg. 20\n- Exit channels: Finding a path to the winning door\n- Looking ahead: An exit slowdown\nReturns: Confidence regained ... pg. 28\nKey takeaways ... pg. 32\n2. 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"subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 12:57:37+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-b48d-72e7-ba67-5095e4958bd4", "parentComponentId": null }, { "bbox": { "h": 0.045, "w": 0.764, "x": 0.118, "y": 0.122 }, "kind": "paragraph", "text": "that were well above the targets they set out to raise: 112% for US-sponsored funds and 110% for funds sponsored by GPs based outside the US. Of buyout funds, 25% brought in at least 125% of their targeted goals, and none closed having raised less than half of the amount they had aimed to raise.", "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 19:36:32.059+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "034d1045-ba88-41df-b032-bfafce9e72ed", "parentComponentId": null }, { "bbox": { "h": 0.215, "w": 0.764, "x": 0.118, "y": 0.193 }, "kind": "paragraph", "text": "Of the five largest buyout funds to close last year, all hit or exceeded their goals, and each was substantially larger than the fund that preceded it. Three of these funds achieved their final close within eight months of their launch date. The largest of the group, Blackstone Capital Partners VII, raised $18 billion and was the second-biggest buyout fund raised since 2008. Launched in November 2014, the fund closed last December having raised 111% of The Blackstone Group's predecessor fund. The runner-up, Warburg Pincus Private Equity XII, hit its $12 billion target in a quick six months. Among the dozen top buyout funds to close in 2015, seven were offered by a GP based in North America, three by GPs in Europe and two by GPs in Asia. Much of the capital raised in North America is also slated for investments across the globe, including funds sponsored by KKR and The Carlyle Group that are earmarked for Europe, and others that plan to invest across several regions. Among the 12 largest buyout funds still on the road at year-end, all aimed to raise $5 billion or more, and two, Advent Global Private Equity VIII and KKR Americas Fund XII, were shooting to bring in $12 billion and $10 billion, respectively.", "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 19:36:32.059+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "368ad834-225e-4c58-b0e4-af12288b2995", "parentComponentId": null }, { "bbox": { "h": 0.085, "w": 0.764, "x": 0.118, "y": 0.425 }, "kind": "paragraph", "text": "So strongly has the supply-demand balance for new funds tipped in favor of GPs that PE firms are testing ways to reinforce fund fees and terms that had softened to the advantage of LPs in the wake of the global downturn. For example, The Wall Street Journal reported that Boston-headquartered global buyout firm Advent International dropped the preferred hurdle rate that it would need to clear before it begins collecting carried interest on the $12 billion fund that it is currently shopping to LPs. In Europe, Valedo Partners, a middle-market firm based in", "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 19:36:32.059+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "97e17256-995f-4371-bc27-a5a4422d5fd3", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.45, "x": 0.118, "y": 0.89 }, "kind": "source-note", "text": "Note: Average months to close excludes funds closed in less than one month or more than 40 months\nSource: Preqin", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. 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Valedo succeeded in closing its Partners Fund II, which was twice the size of its predecessor fund, in less than six months.", "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 19:36:33.365+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "30d20a65-e728-4798-bbaa-a318abdf19f5", "parentComponentId": null }, { "bbox": { "h": 0.155, "w": 0.764, "x": 0.118, "y": 0.615 }, "kind": "paragraph", "text": "Secondaries get a new look. Another novel way LPs are choosing to participate in PE is through their increasing use of the secondary market to deploy capital by actively trading shares in existing PE funds. Traditionally, the buying and selling of secondary interests has been the narrow domain of specialist funds created solely for that purpose. The extent to which LPs were active directly in secondaries had been to liquidate a stake in an established fund, either because they needed the cash or because they lost confidence that the GP would generate a hoped-for return. For their part, conventional LPs who bought secondaries often sought to take advantage of the steep discounts they could command, but when doing so they knew they had to take care to check under the hood of a fund that another LP was eager to sell.", "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 19:36:33.365+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "392ce4c0-8db0-48f4-beb8-212a3277993e", "parentComponentId": null }, { "bbox": { "h": 0.165, "w": 0.764, "x": 0.118, "y": 0.775 }, "kind": "paragraph", "text": "Over the past few years, secondaries have almost entirely lost that stigma. In a recent report on PE liquidity, SEI, a US asset-management advisory firm, reported that 58% of LPs acknowledged having bought or sold assets on the secondary market. Indeed, trading in secondaries has become a potent portfolio management tool. In addition to allowing LPs to use uninvested capital to increase their exposure to PE, secondaries also enable them to better diversify their holdings across several fund vintages. The number of nontraditional buyers in the secondary market—a group that includes regular LPs looking to firm up their PE allocations—nearly doubled since 2013, to 485 last year. The increased use of the secondary market is helping to create additional liquidity in this traditionally illiquid asset class, and if the trend continues, could lead to a reduction in the “illiquidity premium” LPs have long expected in returns.", "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 19:36:33.365+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "57021409-c642-422c-8506-4cc04d9aa304", "parentComponentId": null }, { "bbox": { "h": 0.155, "w": 0.764, "x": 0.118, "y": 0.455 }, "kind": "paragraph", "text": "Alongside those undeniable benefits of being able to deploy more capital in PE at lower cost, however, come some real concerns. For instance, when a big chunk of nontraditional money from LPs is hidden in the shadows of a GP's new fund, other LP participants, typically smaller or midsize institutions, can be left wondering just how much capital the GP will ultimately need to put to work—and precisely whose interests the GP will end up representing. Yet, despite those potential frictions, coinvestments took a big step forward last year. 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Under pressure to make high-stakes decisions about whether to ante up steep acquisition multiples for assets sold through intensely competitive auctions, more and more GPs are looking into buying businesses they know well—similar to companies already in their portfolios. PE firms have long resorted to buy-and-build strategies, using established portfolio companies as platforms to accelerate growth. 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Real estate plays and buyouts in the computer and electronics industries dominated this list, accounting for seven of the top ten deals. Among the big buyouts, eight targeted US companies. Significantly, four of the nine deals exceeding $5 billion were buyouts in which LPs joined forces with GPs as coinvestors. Such partnerships mobilizing shadow capital from LPs are emerging as alternatives to the all-GP club deals of the past, a new way to bring big buyouts to fruition. More broadly, PE deal making in 2015 was an eclectic mix, reflecting the whims of opportunity and timing. Yet four distinct themes emerged that capture the year's unique combination of competitive pressures as GPs sought to find ways to deploy dry powder.", "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 19:36:34.055+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6a89714d-7448-4a36-93bc-ecce85bde635", "parentComponentId": null }, { "bbox": { "h": 0.085, "w": 0.764, "x": 0.118, "y": 0.406 }, "kind": "paragraph", "text": "Buy-and-build is especially well suited to today's PE environment, and the numbers from 2015 reflect this. 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The uncertainty on the path to a new normal will present PE investors in Greater China with challenges that will test them. PE returns will come under pressure as corporate profits shrink and as further depreciation of the renminbi hangs over balance sheets. 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The world's second-largest economy entered 2016 struggling to make a momentous transition from hothouse, export-led growth to somewhat more sedate and sustainable consumer-led growth. 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But with $422 billion in realizations and 1,166 deals reported at year-end, asset sales were just shy of their all-time peak (see Figure 1.19). In Asia-Pacific, a region that continues to rely more and more on growth investments and private investments in public equities, sellers took in nearly $51 billion on buyout-backed deals—a record. Overall, exits in the Asia-Pacific region came in at $85 billion, in line with the region's performance over the past five years. 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Both short- and long-term results reflect PE's restored luster and GPs' justifiable claims to have been prudent stewards of their investors' capital. In all major markets during 2015, public equity markets were volatile and returns were flat or down, but PE returns cruised through the turbulence. Using the modified public market equivalent (mPME), a metric developed by investment advisory firm Cambridge Associates, it is possible to make an apples-to-apples comparison of PE returns with public equity returns by replicating the timing and size of PE investment flows—both purchases and sales—as if they had been invested in a basket of public equities. PE buyout funds outperformed the mPME tracking the S&P 500, the MSCI Europe and the MSCI All Country Asia indexes on a one-year basis last year: In the US and Europe, they were higher by 5 percentage points and in the Asia-Pacific region, by 6 percentage points.", "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 19:36:35.504+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "09f45254-8179-49de-8e44-9db4f5e24833", "parentComponentId": null }, { "bbox": { "h": 0.115, "w": 0.764, "x": 0.118, "y": 0.737 }, "kind": "paragraph", "text": "Short-term performance has received disproportionate attention since the downturn because PE's year-to-year gains or losses provide the first signals of economic recovery or setback. However, it has been PE's proven capacity to outperform over the long term that has made it the preferred destination for investment capital from LPs. The drop in public equity markets did put a dent in the longer-term performance of global buyout funds in 2015. Ten-year pooled IRR dipped slightly from 2013 and 2014 levels, and they trailed the S&P 500 mPME over three- and five-year time horizons. But returns remained attractive over a 10-year time horizon (see Figure 1.27), and their performance edge over the mPME index returns widens further over 15-, 20- and 25-year periods.", "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 19:36:35.504+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "350aa605-a294-42b8-85d1-daf73a4a6340", "parentComponentId": null }, { "bbox": { "h": 0.055, "w": 0.764, "x": 0.118, "y": 0.859 }, "kind": "paragraph", "text": "According to the most recent data, PE's 10-year returns to large public pension funds outpaced the S&P 500 by 3.7% net of fees. And as the legacy effects of the financial crisis retreat further into the past, PE should consistently perform at a level close to or above public equities over one-, three- and five-year time horizons as well—as buyout funds are currently doing in all major regions of the world (see Figure 1.28).", "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 19:36:35.504+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "512d4a1b-f6c3-43d5-9684-0f13691f3296", "parentComponentId": null }, { "bbox": { "h": 0.135, "w": 0.764, "x": 0.118, "y": 0.161 }, "kind": "paragraph", "text": "The period immediately following the 2008 global financial meltdown was a time of anxiety about PE's ability to deliver market-beating returns. GPs had paid peak prices prior to the crash to acquire the assets held in their portfolios and rushed to mark them down sharply to their much lower prevailing market value. They put exit plans for their mature assets on ice and stretched out holding periods as they waited for the crisis to pass. Even top-performing GPs were not spared as first-quartile fund returns converged dangerously close to those of the public markets. Stunned by the deep and prolonged downturn and fixated on subpar short-term performance, worried LPs wondered when, if ever, they would see gains from their expensive PE investments.", "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 19:36:35.504+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "711e4109-58c9-481c-896a-cc734c364935", "parentComponentId": null }, { "bbox": { "h": 0.185, "w": 0.764, "x": 0.118, "y": 0.303 }, "kind": "paragraph", "text": "Even as the recovery slowly gained traction after 2010, doubts about PE returns persisted—for perfectly understandable reasons. Deferred asset sales had created a huge exit overhang that would take years to clear, adding to the pressures that would dampen returns. Market beta, the benign passive forces of economic growth, rising equity values and readily available low-cost debt had melted away, but many GPs had yet to demonstrate that they possessed the strategic and operational skills needed to generate alpha in its place. The lingering uncertainty hammered home the recognition that PE is an illiquid, long-term investment and that the PE industry had matured. The outsize returns GPs could earn on once-abundant undervalued assets had dried up. Leveraging their buyouts to boost equity returns was no longer working its magic. 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In a recent poll by Preqin, LPs overwhelmingly said that PE had met or exceeded their expectations and that positive sentiment for this asset class has been strengthening in recent years (see Figure 1.30). In mid-2014, for example, just 12% of surveyed LPs reported that PE had exceeded their expectations—about the same percentage as those who said PE had disappointed. A year later, 35% of LPs said that PE had exceeded expectations, nearly triple the number who said PE had fallen short. That bullishness for PE also shows up in LPs' expectations for future performance. 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Top-quartile funds have widened their lead in returns by an even greater margin (see Figure 1.29).", "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 19:36:36.046+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "58296463-2682-4812-aae2-9ef49df95050", "parentComponentId": null }, { "bbox": { "h": 0.155, "w": 0.764, "x": 0.118, "y": 0.208 }, "kind": "paragraph", "text": "Comparing successive buyout vintages between 2006 and 2008 reinforces the conclusion that fund returns are trending higher over time. The median IRR, both realized and unrealized, of all three fund vintages took a big hit when the markets tanked from late 2007 through the end of 2008, as GPs wrote down the net asset values of holdings in their portfolios. And all have recovered with the strengthening of public equities markets by the end of 2010. Yet the strength of their rebound followed different trajectories. The median IRR of the 2006 vintage buyout funds was up to 9% by the middle of 2015, while the 2007 funds rose to 10%. Meanwhile, the median IRR of the 2008 funds climbed to 12%. Median top-quartile fund returns followed much the same track—up to 17% for the 2006 vintage, 20% for the 2007 vintage and 24% for the 2008 vintage.", "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 19:36:36.046+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bdba911c-227e-4ad4-ac4d-7d200d6bf876", "parentComponentId": null }, { "bbox": { "h": 0.055, "w": 0.764, "x": 0.118, "y": 0.868 }, "kind": "source-note", "text": "Notes: Europe includes developed economies only; vintage year is determined by year of fund's first cash flow; vintages after 2008 are excluded because they have relatively few investments and realizations; the Cambridge Associates mPME is a proprietary private-to-public comparison methodology that evaluates what performance would have been had the dollars invested in PE been invested in public markets instead; the public index's shares are purchased and sold according to the PE fund cash-flow schedule. Source: Cambridge Associates", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. 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As healthy as PE returns were over the past three years, those vulnerabilities and the simple fact that the PE industry has matured should temper investors' expectations that returns will remain as strong as they have been. With GPs now paying premium prices for assets and the chance of recession looming on the horizon, the risk remains that PE investors will see future waves of downward revaluations and a convergence of PE and public market returns.", "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 19:36:35.486+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "34cddf15-2dc3-42f1-b7e0-73b2f805976d", "parentComponentId": null }, { "bbox": { "h": 0.18, "w": 0.764, "x": 0.118, "y": 0.71 }, "kind": "paragraph", "text": "Future returns will depend, of course, on the severity of the cyclical market and economic shifts. But they will also depend on the skills and foresight of GPs to manage their portfolios proactively in order to withstand future turmoil. Every crest of every wave in the PE cycle is an opportunity for GPs to demonstrate their ability to outperform. GPs have embedded many lessons they learned from the past downturn into their new investment discipline. They are exercising caution when paying high multiples for acquisitions and taking care in their use of debt, which can just as easily eat into returns as enhance them. For now and over the next year or two, GPs and LPs should continue to enjoy the fruits of that dearly acquired wisdom. But as we will see in Sections 2 and 3 of this report, prudence dictates that even in a time of newfound confidence, success will come only to those who are ready for adversity.", "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 19:36:35.486+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6818c468-0343-4148-b8c0-411de04d1aa6", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.764, "x": 0.118, "y": 0.53 }, "kind": "paragraph", "text": "than one-third of LPs surveyed in 2014 anticipated that PE would outperform the public market benchmark by more than 4 percentage points. By mid-2015, nearly one-half of LP respondents held that view.", "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 19:36:35.486+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a463c07c-53f7-42fc-bfc5-5ee1fdac78f2", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.1, "x": 0.118, "y": 0.49 }, "kind": "source-note", "text": "Source: Preqin", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. 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Despite this, new PE fund-raising encountered the best conditions in years. PE funds are closing faster, and the percentage of funds that hit or exceeded their fund-raising targets was higher in 2015 than at any time since the precrisis boom of 2007.\nLPs continue to turn to new ways to put capital to work within the PE space by using shadow capital to coinvest alongside GPs and by looking increasingly to the secondaries market to meet their target allocations.\nOn the investment front, reported buyout deal value totaled $282 billion globally—the strongest year since the global financial crisis—as dry powder increased to a near-record $460 billion. Asset valuations, already high as 2015 began, rose to 10.1 times EBITDA in the US. Multiples in Europe dipped slightly but remained near all-time highs. The second half of the year brought increased turmoil to the debt markets, as spreads on leveraged loans increased.\nAt $422 billion, buyout-backed exits were just shy of their all-time peak, as GPs completed sales of older vintage fund holdings. Exit activity was robust across all major channels, led by sales to corporate buyers, who accounted for more than $275 billion in asset sales last year. Recent investment activity, far below that of the peak period between 2005 and 2010, portends a falloff in exit activity over the coming five years.\nDespite turbulent public markets, private equity continued to post strong returns relative to alternative asset classes. 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Source: Preqin", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. 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That fund-size ceiling helps explain why small PE funds have continued to garner a large proportion of new funds raised globally in recent years.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:36:36.897+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "07e85f78-622b-405c-a075-ec4a080a809e", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.764, "x": 0.118, "y": 0.685 }, "kind": "paragraph", "text": "The primacy of strategy. 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"subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:36:36.937+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8d6c8bfb-9e65-4adb-8dea-9ee170fffa60", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Number of global buyout funds: 178", "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 12:57:42+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-b48d-72e7-ba6b-009e3fb3b616", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.764, "x": 0.118, "y": 0.585 }, "kind": "paragraph", "text": "A tighter balance between GPs' supply of new funds and LPs' demand will continue to favor the largest and best-performing GPs. Large GPs that have a less impressive track record and mid-market PE firms hoping to grow to megafund status will encounter more resistance from LPs when the current excess of capital subsides. They will no longer be able to siphon off some of the spillover LPs have been willing to send their way, as they currently are doing. Sponsors of smaller and mid-market funds that have underperformed in the past may still be able to garner some capital, but they will be at a distinct disadvantage compared with their more sharply focused peers as fund-raising conditions slightly soften.", "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 19:36:36.937+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "457c180b-b9b4-4c7e-aaa0-9310fba0baa0", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.764, "x": 0.118, "y": 0.53 }, "kind": "paragraph", "text": "receive will drop significantly. As LPs' allocations to PE begin to stabilize, the industry will reach a new normal of positive cash flow, with the ratio of distributions to contributions well below their peak of recent years.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:36:36.937+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7d385b49-8615-41d4-8f83-b50a7c5f44e1", "parentComponentId": null }, { "bbox": { "h": 0.09, "w": 0.764, "x": 0.118, "y": 0.855 }, "kind": "paragraph", "text": "The fundamentals of a good strategy cannot be put in place overnight. GPs need to begin today and commit themselves to continually refining their strategy as a crucial part of doing business. Sound strategy begins with senior members clearly articulating their ambitions for sustained wealth creation (see Figure 2.6). It is, in essence, a statement of the character of the firm, aligned with its broader team of investment professionals and shared with its investors. 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Discusses 'fireman approach' and 'hammers seeking nails' as failed models, and introduces the 'general activist model'.", "elementsJson": [ "paragraph" ], "confidence": 0.9, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:36:38.852+00", "seconds": 3.662, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b635-f31a406868d6/59", "deck": "/decks/019dd923-5ca1-7489-b635-f31a406868d6", "deckAnchor": "/decks/019dd923-5ca1-7489-b635-f31a406868d6#slide-59", "deckJson": "/decks/019dd923-5ca1-7489-b635-f31a406868d6.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Having achieved the predictable results from flawed approaches, some PE firms are beginning to recognize that a solid portfolio value-creation program needs to flow organically from a firm's unique strategy and values.", "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 12:57:44+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-ba87-7184-bb97-441790f72de4", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.7, "x": 0.15, "y": 0.45 }, "kind": "paragraph", "text": "The shortcomings of some PE firms' portfolio value-creation plans stem from the fact that they often originate not as efforts to take an integrated view of the portfolio but are organized instead as solutions seeking problems rather than the other way around. One manifestation of this could be called the \"fireman approach\"... Another common value-creation misfire might be called the \"hammers seeking nails\" approach.", "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 19:36:38.852+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "75efdbb1-af53-4636-9aa5-8bf90c162cee", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.7, "x": 0.15, "y": 0.28 }, "kind": "paragraph", "text": "There is no one winning formula for getting this right, but the inconsistencies do share many of the same characteristics. Survey respondents report that their value-creation plans fall short because their portfolio management teams do not have the requisite skills to pull them off, and the plans are too ambitious, lack sufficient resources to achieve their goals, fail to win buy-in from management or do not receive adequate board oversight (see Figure 2.14).", "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 19:36:38.852+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9f4e68cb-8578-4ccf-8908-22a5dbb51cc6", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.7, "x": 0.15, "y": 0.83 }, "kind": "paragraph", "text": "The general activist model. Many large, well-capitalized PE firms build portfolio activism into their DNA. 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Portfolio assets acquired within the past two or three years are particularly susceptible to buffeting by economic turbulence. 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With the economies of most developed countries struggling, China in the grips of a major slowdown and the aging US expansion staggering toward its seventh anniversary, the period ahead could see the stalling of global growth (see Figure 3.1). 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GPs that remain stewards of their assets for longer than they had expected will want to weigh how best to insulate them from economic headwinds and to set them up to prosper when conditions improve. Since it is difficult to devote adequate resources to recession-proof every asset in their portfolio, GPs will need to do some basic triage as a first step in determining where and how to intervene. One effective way to identify which holdings should be the focus of their efforts is to sort a fund's deals by the size of the fund's equity investment and by the GP's ability to enhance the value of a given asset. 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