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              "confidence": 70
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Same red/green PMI heatmap convention.",
              "confidence": 70
            }
          ],
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        },
        {
          "tools": [
            {
              "id": 118,
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              "evidence": "Title 'Consumer-focused sectors lead growth in Asia-Pacific'.",
              "confidence": 85
            },
            {
              "id": 133,
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              "layer": "Slide",
              "evidence": "Country x sector dashboard parallel to prior region pages.",
              "confidence": 65
            },
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              "confidence": 70
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        {
          "tools": [
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              "evidence": "Title 'Other emerging markets lost growth momentum, while Saudi Arabia extended its gains'.",
              "confidence": 85
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              "id": 130,
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              "evidence": "EM PMI heatmap with color thresholds.",
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          "page_number": 27
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        {
          "tools": [
            {
              "id": 118,
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              "evidence": "Title 'Recent consumer spending growth remains tepid or negative in most major economies'.",
              "confidence": 85
            },
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              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Per-country trend chart annotated with current rates.",
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              "id": 87,
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              "evidence": "Loop opener: small-multiple structure carried across consumer-spending pages.",
              "confidence": 65
            }
          ],
          "page_number": 29
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Consumer sentiment globally remains largely pessimistic but improved further in February'.",
              "confidence": 85
            },
            {
              "id": 138,
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              "layer": "Slide",
              "evidence": "Callout flags Brazil as the lone bright spot.",
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          "page_number": 30
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'consumers continue to rotate their spending into services, though car sales have been seeing a rebound'.",
              "confidence": 85
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Spend-rotation table uses color coding for category direction.",
              "confidence": 65
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          ],
          "page_number": 31
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'The US consumer has been resilient to date, but caution is warranted amid declining excess savings'.",
              "confidence": 85
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Excess-savings chart annotated with the wind-down expectation.",
              "confidence": 65
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          ],
          "page_number": 32
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'US consumers report reductions in their price sensitivity'.",
              "confidence": 85
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Callout marks December 2022 peak in price sensitivity.",
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            }
          ],
          "page_number": 33
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Global labor market stability continued in February across most sectors'.",
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            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Employment PMI heatmap uses red/green threshold coding.",
              "confidence": 70
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            {
              "id": 87,
              "slug": "parallel-structure",
              "layer": "Loop",
              "evidence": "Loop opener: labor pages reuse the dashboard convention.",
              "confidence": 60
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          ],
          "page_number": 35
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'overall layoffs in the US edged down, noticeable increase among Media and Telecom'.",
              "confidence": 85
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            {
              "id": 138,
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              "layer": "Slide",
              "evidence": "Callout flags Tech over-hiring as the layoff driver.",
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        {
          "tools": [
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              "evidence": "Title 'Real wage growth has turned positive in the US, remains negative across Europe'.",
              "confidence": 85
            },
            {
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        {
          "tools": [
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              "evidence": "Title 'Talent shortages persist across the US and Europe though some sectors are seeing improvement'.",
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              "id": 130,
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              "evidence": "Red/green hiring-difficulty heatmap with explicit legend.",
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              "id": 133,
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              "evidence": "Three parallel UK/US/EU panels with identical sector rows.",
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              "id": 138,
              "slug": "annotation",
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              "evidence": "Up/down arrows annotate trend per cell.",
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            }
          ],
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        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Inflation globally remains elevated well above target levels, except in China'.",
              "confidence": 85
            },
            {
              "id": 130,
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              "layer": "Slide",
              "evidence": "Country bars colored to flag above-target inflation.",
              "confidence": 65
            },
            {
              "id": 87,
              "slug": "parallel-structure",
              "layer": "Loop",
              "evidence": "Loop opener: inflation pages reuse country/region dashboard convention.",
              "confidence": 60
            }
          ],
          "page_number": 40
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Resurgent food price pressures drove inflation higher again in the UK'.",
              "confidence": 85
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Component-decomposition stacked bars with annotated totals.",
              "confidence": 65
            }
          ],
          "page_number": 41
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Energy and commodity prices are driving input cost increases'.",
              "confidence": 85
            },
            {
              "id": 130,
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              "layer": "Slide",
              "evidence": "Industry-input cost heatmap with color thresholds.",
              "confidence": 65
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Industry rows x country columns small-multiples grid.",
              "confidence": 60
            }
          ],
          "page_number": 42
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'US and Euro area companies are increasingly passing on their input costs'.",
              "confidence": 85
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Callout names US/Euro/UK pass-through dynamics explicitly.",
              "confidence": 65
            }
          ],
          "page_number": 43
        },
        {
          "tools": [
            {
              "id": 118,
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              "layer": "Slide",
              "evidence": "Title 'Global supply chain pressures have now reverted to pre-pandemic levels'.",
              "confidence": 85
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Time-series annotated to show return-to-mean.",
              "confidence": 65
            },
            {
              "id": 87,
              "slug": "parallel-structure",
              "layer": "Loop",
              "evidence": "Loop opener: supply chain pages share the time-series + commentary layout.",
              "confidence": 55
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          ],
          "page_number": 45
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Delivery times and work backlogs have broadly normalized'.",
              "confidence": 85
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Callout describes manufacturers' backlog trend.",
              "confidence": 60
            }
          ],
          "page_number": 46
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Semiconductor supply and price pressures continue to ease but remain 3 times higher'.",
              "confidence": 85
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Callout '3x' and '7x' multiples annotate the chart.",
              "confidence": 65
            }
          ],
          "page_number": 47
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Oil prices edged lower for part of March amidst concerns about demand impacts'.",
              "confidence": 85
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Callout marks USD 70/barrel mid-March trough.",
              "confidence": 65
            },
            {
              "id": 87,
              "slug": "parallel-structure",
              "layer": "Loop",
              "evidence": "Loop opener: commodity pages share the time-series layout.",
              "confidence": 55
            }
          ],
          "page_number": 49
        },
        {
          "tools": [
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              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'EU gas reserves are at comfortable levels so far in 2023, but rebuilding them will be challenging'.",
              "confidence": 85
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Callout: '57% / all-time March high'.",
              "confidence": 60
            }
          ],
          "page_number": 50
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        {
          "tools": [
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              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Overall food prices have eased since mid-2022, but upside risks remain'.",
              "confidence": 85
            },
            {
              "id": 138,
              "slug": "annotation",
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              "evidence": "FAO food-price index annotated with recent decline.",
              "confidence": 60
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          ],
          "page_number": 51
        },
        {
          "tools": [
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              "id": 118,
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              "evidence": "Title 'Manufacturing companies continue to report above-average commodity price and supply chain pressures'.",
              "confidence": 85
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Commodity-pressure heatmap with 1x-5x color coding.",
              "confidence": 70
            }
          ],
          "page_number": 52
        },
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          "tools": [
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              "id": 118,
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              "evidence": "Title 'Systemic financial stress in major economies has spiked'.",
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              "id": 138,
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              "evidence": "Time series annotates the 2008/09 GFC peak as benchmark.",
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              "evidence": "Loop opener: stress index leads to tighter standards and sector spread widening.",
              "confidence": 65
            }
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              "evidence": "Title 'As banks lending standards tighten, risks of a credit crunch and economic slowdown grow'.",
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              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Callout 'Banks tightening their credit standards in tandem with monetary tightening'.",
              "confidence": 65
            }
          ],
          "page_number": 55
        },
        {
          "tools": [
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              "id": 118,
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              "layer": "Slide",
              "evidence": "Title 'perceived credit risk has risen the most for companies in financial, real estate and energy sectors'.",
              "confidence": 90
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Bars annotated with explicit basis-point change values.",
              "confidence": 80
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Sectors sorted descending so the +55 bp Financials bar reads first.",
              "confidence": 75
            },
            {
              "id": 50,
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              "evidence": "Top three sectors (Financials, Real Estate, Energy) carry the headline insight.",
              "confidence": 60
            }
          ],
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        },
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              "slug": "singularity-effect",
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              "evidence": "'738,000' people stat anchors the firm credentials line.",
              "confidence": 50
            },
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              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "About-us page leans on Accenture leadership/ecosystem positioning to back the analysis.",
              "confidence": 70
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          ],
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        }
      ],
      "slides_seen": 57,
      "deck_summary": "An Accenture macro brief that follows the Onion arc, peeling from headline financial stress through regional spotlights into deep economic indicators, and consistently uses Triple-Take action titles slide by slide. Alignment with Storymakers is moderate: strong on action titles, parallel structure and small multiples; weak on a single-thread narrative arc with a clear call to action.",
      "secondary_arcs": [
        {
          "id": 11,
          "slug": "triple-take",
          "beats": [
            {
              "name": "The Facts (What)",
              "end_page": 52,
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              "position": 1,
              "start_page": 7
            },
            {
              "name": "The Implications (So What)",
              "end_page": 56,
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              "position": 2,
              "start_page": 53
            },
            {
              "name": "The Action (Now What)",
              "end_page": 5,
              "evidence": "Exec summary 'Key considerations and priorities for clients' column.",
              "position": 3,
              "start_page": 4
            }
          ],
          "evidence": "Every slide pairs action-title insight + data + commentary box (Facts then So What); exec summary p4 is split into Common themes / Regional highlights / Key considerations.",
          "confidence": 55
        }
      ],
      "images_inspected": 5,
      "slide_frameworks": [
        {
          "frameworks": [
            {
              "name": "Country Indicator Heatmap",
              "slug": "country-indicator-heatmap",
              "evidence": "Heatmap matrix of countries x Services PMI / Manufacturing PMI / Industrial Production / Confidence / Sentiment / Unemployment / Retail / CPI.",
              "confidence": 70
            }
          ],
          "page_number": 6
        },
        {
          "frameworks": [
            {
              "name": "PMI (Purchasing Managers' Index)",
              "slug": "pmi",
              "evidence": "Page is titled around mid-month PMI readings, dashboard explicitly labelled PMI.",
              "confidence": 80
            }
          ],
          "page_number": 21
        },
        {
          "frameworks": [
            {
              "name": "PMI Sector Heatmap",
              "slug": "pmi-sector-heatmap",
              "evidence": "Industry PMI dashboard with 50-threshold contraction/expansion convention.",
              "confidence": 75
            }
          ],
          "page_number": 22
        },
        {
          "frameworks": [
            {
              "name": "Hiring Difficulty Heatmap",
              "slug": "hiring-difficulty-heatmap",
              "evidence": "Three-region (UK/US/EU) sector x difficulty matrix with explicit legend.",
              "confidence": 70
            }
          ],
          "page_number": 38
        },
        {
          "frameworks": [
            {
              "name": "Composite Indicator of Systemic Stress (CISS)",
              "slug": "ciss",
              "evidence": "Stress-index time series benchmarked against 2008/09 financial-crisis peak.",
              "confidence": 50
            }
          ],
          "page_number": 54
        },
        {
          "frameworks": [
            {
              "name": "Z-Spread by Sector",
              "slug": "z-spread-by-sector",
              "evidence": "Title 'US corporate bond spreads', column header explicitly labelled Z-spread.",
              "confidence": 75
            }
          ],
          "page_number": 56
        }
      ]
    },
    "matchedAt": "2026-04-25 23:49:13+00",
    "slidesSeen": 57,
    "deckSummary": "An Accenture macro brief that follows the Onion arc, peeling from headline financial stress through regional spotlights into deep economic indicators, and consistently uses Triple-Take action titles slide by slide. Alignment with Storymakers is moderate: strong on action titles, parallel structure and small multiples; weak on a single-thread narrative arc with a clear call to action.",
    "imagesInspected": 5,
    "extractionSeconds": 443.51474
  },
  "score": {
    "backend": null,
    "scoredAt": "2026-04-24 09:23:24+00",
    "subScores": {
      "mece_pillars": 52.8,
      "scqa_opening": 100,
      "slide_type_mix": 71.89473684210526,
      "lead_with_answer": 100,
      "narrative_pacing": 97.36842105263159,
      "action_title_density": 100
    },
    "totalScore": 88.4,
    "coveragePct": 100,
    "explanations": {
      "mece_pillars": "13 pillars, balance=0.57",
      "scqa_opening": "first-third narrative: SCSA",
      "slide_type_mix": "N42% · S26% · W26% · W5%",
      "lead_with_answer": "executive_summary on page 4",
      "narrative_pacing": "2% filler/appendix, middle density 84%",
      "action_title_density": "40/42 substantive slides have action titles (95%)"
    },
    "slidesAnalyzed": 57
  },
  "review": {
    "backend": null,
    "verdict": "A well-titled macro chart pack masquerading as a narrative deck — use pages 5, 10, 13 and 15 as teaching examples of declarative action titles, but not the overall structure, which sets up tension then trails off into an indicator appendix with no recommendation.",
    "reviewedAt": "2026-04-24 10:51:08+00",
    "slidesSeen": 57,
    "suggestions": [
      "Add a closing 'Implications for executives' slide after p.56 with 3-4 MECE actions mapped back to the p.5 contagion question (e.g. liquidity stress-test, counterparty concentration review, pricing pass-through playbook)",
      "Rebuild p.4 as an answer-first exec summary: one headline insight plus three supporting bullets that each preview a pillar, so a reader who only sees p.4 still gets the thesis",
      "Collapse the geo spotlight (NA/Europe/Growth Markets) and the chart pack into a single MECE structure — e.g. Banking stress / Demand / Cost side / Financial conditions — so every divider earns its place relative to the 'financial fissures' thesis"
    ],
    "closingScore": 25,
    "openingScore": 70,
    "topStrengths": [
      "Consistently declarative action titles with embedded mechanisms — p.10, p.13, p.15, p.32 each state a cause-and-effect insight rather than a topic",
      "Strong framing slide on p.5 that pairs the thesis with an explicit executive question ('How should we prepare for potential contagion from ongoing banking sector stresses?')",
      "Disciplined slide-type rhythm: section dividers plus data-heavy chart pack keeps navigation predictable across 57 pages"
    ],
    "topWeaknesses": [
      "No resolution act — the deck ends on p.56 (credit-risk analysis) then p.57 About us, with zero recommendations, scenarios, or watch-items for the executive audience the TOC promised",
      "Pillar architecture is report-style (geo spotlight then indicator chart pack) rather than insight-driven; 'Growth Markets' divider on p.16 has only two slides (p.17-p.18), so pillars are unevenly weighted",
      "Exec Summary on p.4 is flagged as 'dense' with only a text callout — it labels itself rather than leading with the answer, forcing the reader to p.5 for the real thesis"
    ],
    "narrativeScore": 55,
    "pillarCritique": "Section dividers ('North America', 'Europe', 'Consumer spending', 'Labor markets', 'Inflation', 'Supply chains', 'Energy', 'Financial markets') are topic dumps organized by chart-pack convention, not MECE pillars that ladder to the thesis — geography and theme are mixed and none tie back to the opening 'contagion' question.",
    "closingCritique": "The last analytical slides (p.54-p.56) keep describing rising credit risk without ever pivoting to implications, actions, or a watch-list for executives — and the deck then ends flatly on p.57 'About us'. No CTA, no memorable close.",
    "openingCritique": "The cover hook 'Financial fissures emerge' is vivid and the key-messages slide on p.5 states the thesis clearly with an executive question ('How should we prepare for potential contagion...'), but three front-matter/divider slides (p.2-p.4) delay that thesis and the actual exec summary on p.4 is a dense label rather than an answer-first slide.",
    "extractionSeconds": 72.26982,
    "narrativeCritique": "The deck establishes situation and complication (banking stress, p.5-p.18) but then dissolves into a topic-indexed chart pack (p.19-p.56) with no resolution act — there is no 'so what' recommendation or CTA, so the story arc stalls at Analysis.",
    "titleQualityScore": 85,
    "titleQualityCritique": "Almost every content slide carries a declarative insight title (e.g. p.10 'Greater market and regulatory pressures on smaller US banks could intensify the credit contraction already underway...', p.15 'European banks have been slow to pass on interest rate increases to their depositors...'). Lapses are minor: p.4 'Executive Summary' and p.57 'About us' are plain labels."
  },
  "activistThesis": null,
  "pitchdeck": {
    "metadata": null,
    "profile": null
  },
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      "page": 1,
      "type": "setup",
      "title": "The visual metaphor of ice cracking aligns with the 'fissures' theme.",
      "function": "front_matter",
      "imagePath": "https://imgproxy.kitesheet.com/NGtOPhBySsoLd4qVUxDrReWhUx7capcxk8p183agDoY/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8xMDUzZTU3NGM0YjdiODI0L3AwMDEuanBn",
      "rawType": "cover",
      "block": null,
      "metadata": {
        "slideType": "cover",
        "slideTypeCanon": {
          "name": "Cover",
          "slug": "cover",
          "status": "active",
          "canonId": "019de52d-05f2-729d-9f93-e0504f0a2410",
          "version": 1,
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        },
        "function": "front_matter",
        "functionCanon": {
          "name": "Front matter",
          "slug": "front_matter",
          "status": "active",
          "canonId": "019de52d-133d-73f0-9e26-201eda96b098",
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          "description": null
        },
        "density": "sparse",
        "densityScore": 18,
        "componentCount": 5,
        "textChars": 85,
        "nDataPoints": 0,
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            "description": "The discipline of distilling raw analysis, data, or content into a single declarative sentence — the slide's core message — that the audience would walk away with if they remembered nothing else. Process, not artefact: extraction questions run on the raw content until one sentence falls out.",
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            "categoryName": "Slide",
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          "evidence": "Single sentence frames the deck's central preoccupation.",
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          "whenToUse": "Any slide that carries an argument or finding. The diagnostic: if the slide has a chart on it, it needs a core message. Run extraction whenever the current title is a topic (Q3 performance, Customer satisfaction) rather than a claim, or when a reader could reasonably draw more than one conclusion from the visible evidence.",
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          "whyItWorks": "Solves the two failure modes of slide writing simultaneously: the topic title (which outsources interpretation to the audience and produces three different conclusions in three different heads) and the multi-thesis stapler (which exceeds working memory and gets remembered as fragments). Aligns with how readers actually consume decks — Heath & Heath's Find the Core, the journalist's nut graf, and Minto's governing thought all converge on the same cognitive economics.",
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          "evidence": "Cover, TOC and exec summary surface the 'financial fissures' headline.",
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            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
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            "description": "Using color for emphasis, categories, sentiment, and hierarchy",
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          "evidence": "Red/green deteriorating-strengthening heatmap legend across countries x indicators.",
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          "evidence": "Cover, TOC and exec summary surface the 'financial fissures' headline.",
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      "label": "Pattern Hunter",
      "description": "Stack consumer-spending evidence into a single read"
    },
    {
      "from": 35,
      "to": 38,
      "label": "Tale Two Worlds",
      "description": "Contrast US and European labor-market dynamics"
    },
    {
      "from": 40,
      "to": 43,
      "label": "Pattern Hunter",
      "description": "Stack inflation evidence across regions and drivers"
    },
    {
      "from": 45,
      "to": 47,
      "label": "Pattern Hunter",
      "description": "Stack evidence that supply chains have normalized"
    },
    {
      "from": 49,
      "to": 52,
      "label": "Pattern Hunter",
      "description": "Stack energy/commodity price evidence"
    },
    {
      "from": 54,
      "to": 56,
      "label": "Domino Effect",
      "description": "Trace bank stress into lending standards and sector risk"
    }
  ]
}