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        "evidence": "The chart visualizes a conversion funnel from interest to action to outcome.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 19:46:20.982+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
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        },
        "pageNumber": 38,
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      }
    ],
    "patterns": []
  },
  "storymakers": {
    "model": "claude-cli-sonnet-4.6",
    "backend": null,
    "rawJson": {
      "arc": {
        "id": 12,
        "slug": "onion",
        "beats": [
          {
            "name": "Surface Observation",
            "end_page": 11,
            "evidence": "Defines deep tech across novelty/impact/time/investment",
            "position": 1,
            "start_page": 4
          },
          {
            "name": "First Layer",
            "end_page": 20,
            "evidence": "Section 2 'Deep tech is on the rise globally' with drivers",
            "position": 2,
            "start_page": 12
          },
          {
            "name": "Deeper Layer",
            "end_page": 25,
            "evidence": "Section 3 'R&D is changing' — ecosystem actors and 4 dynamics",
            "position": 3,
            "start_page": 21
          },
          {
            "name": "Core Insight",
            "end_page": 28,
            "evidence": "Section 4 'China and the US are leading the deep tech race'",
            "position": 4,
            "start_page": 26
          },
          {
            "name": "Implications",
            "end_page": 39,
            "evidence": "Section 5 'Focus on France' shows France's gap and what's missing",
            "position": 5,
            "start_page": 29
          }
        ],
        "evidence": "Deck peels successive layers: definition (p4-11), global rise (p12-20), ecosystem dynamics (p21-25), core insight US/China lead (p26-28), French implications (p29-39).",
        "confidence": 70
      },
      "loops": [
        {
          "id": 40,
          "slug": "40-mece-breakdown",
          "end_page": 11,
          "evidence": "p5 splits into 4 distinct dimensions (Novelty, Impact, Time & Scale, Investment); p6-11 deepens each with data.",
          "position": 1,
          "objective": "Define deep tech across MECE characteristic dimensions",
          "confidence": 80,
          "start_page": 5
        },
        {
          "id": 2,
          "slug": "02-pattern-hunter",
          "end_page": 16,
          "evidence": "Four data slides (private up, ~70 markets, more than others, corporate rising) compound to one pattern: deep tech investment soaring.",
          "position": 2,
          "objective": "Stack evidence that deep tech investment is rising",
          "confidence": 78,
          "start_page": 13
        },
        {
          "id": 15,
          "slug": "15-why-now",
          "end_page": 20,
          "evidence": "p17 asks 'What is Driving Deep Tech Rise?' then enumerates 1/, 2/, 3/ drivers (platform progress, lower barriers, capital expansion).",
          "position": 3,
          "objective": "Explain three converging drivers behind the current rise",
          "confidence": 85,
          "start_page": 17
        },
        {
          "id": 6,
          "slug": "06-zoom-in",
          "end_page": 25,
          "evidence": "p23 maps actor types, p24 details corporate innovation modes, p25 distills 4 dynamics.",
          "position": 4,
          "objective": "Zoom from ecosystem actors to four specific dynamics",
          "confidence": 70,
          "start_page": 23
        },
        {
          "id": 4,
          "slug": "04-tale-two-worlds",
          "end_page": 28,
          "evidence": "p27 shows US dominance in Top 5 markets; p28 contrasts +62% Chinese R&D with -6% US.",
          "position": 5,
          "objective": "Contrast US leadership vs Chinese government push",
          "confidence": 78,
          "start_page": 27
        },
        {
          "id": 39,
          "slug": "39-benchmark-gap",
          "end_page": 38,
          "evidence": "Nine slides comparing France vs RoW/USA/Europe on funding, VC, partnerships, ecosystem support — gap = opportunity.",
          "position": 6,
          "objective": "Repeatedly benchmark France against Europe/NAM/RoW to size the gap",
          "confidence": 88,
          "start_page": 30
        }
      ],
      "slide_tools": [
        {
          "tools": [
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Loop",
              "evidence": "Agenda chunks deck into 5 numbered sections",
              "confidence": 70
            }
          ],
          "page_number": 3
        },
        {
          "tools": [
            {
              "id": 2,
              "slug": "mece-principle",
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              "evidence": "Four parallel columns: Novelty / Impact / Time & Scale / Investment cover the definition without overlap",
              "confidence": 85
            },
            {
              "id": 161,
              "slug": "law-of-similarity",
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              "evidence": "Four identical column blocks signal parallel concepts",
              "confidence": 80
            },
            {
              "id": 87,
              "slug": "parallel-structure",
              "layer": "Loop",
              "evidence": "Each column uses same heading-then-paragraph pattern",
              "confidence": 78
            },
            {
              "id": 142,
              "slug": "grid-system",
              "layer": "Slide",
              "evidence": "Four equal-width columns aligned on the same grid",
              "confidence": 70
            }
          ],
          "page_number": 5
        },
        {
          "tools": [
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Uses the colored UN SDG icon grid as central visual",
              "confidence": 80
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states the insight: 'Deep Techs Will Help to Solve Most of the Environmental and Societal Challenges'",
              "confidence": 75
            },
            {
              "id": 166,
              "slug": "visual-anchors",
              "layer": "Slide",
              "evidence": "Lines connect deep-tech examples to specific UN SDG icons",
              "confidence": 70
            }
          ],
          "page_number": 6
        },
        {
          "tools": [
            {
              "id": 50,
              "slug": "pareto-principle-80-20",
              "layer": "Block",
              "evidence": "Highlights share of deep techs targeting each SDG to find vital few",
              "confidence": 50
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Percent labels annotate each SDG",
              "confidence": 65
            }
          ],
          "page_number": 7
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Average Time Required... Varies for Each Deep Tech Category' is the takeaway",
              "confidence": 80
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Repeats time-to-market metric across deep tech categories",
              "confidence": 70
            }
          ],
          "page_number": 8
        },
        {
          "tools": [
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Facebook 20 months vs Lilium 12 years — explicit before/after style contrast",
              "confidence": 90
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states the contrast (Facebook VS Lilium)",
              "confidence": 85
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Two parallel timelines drawn for direct visual comparison",
              "confidence": 80
            },
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "Uses Facebook (familiar) as analogy to frame Lilium scale-up",
              "confidence": 65
            }
          ],
          "page_number": 9
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Average Total Funding... Varies by Technology' states the insight",
              "confidence": 78
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Bar chart sized by funding requirement",
              "confidence": 60
            }
          ],
          "page_number": 10
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Most-Needed Resources Evolve with the Company's Maturity' states insight",
              "confidence": 85
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Three bars (TRL 1-4 / 5-7 / 8-9) repeated per resource type",
              "confidence": 80
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Three maturity stages mapped to three colors",
              "confidence": 75
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Brackets label 'Most critical for early-stage' vs 'mature startups'",
              "confidence": 75
            }
          ],
          "page_number": 11
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Global Private Investments In Deep Tech Have Soared' states the takeaway",
              "confidence": 88
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Arrow callout '+22% per year' labels the growth",
              "confidence": 90
            },
            {
              "id": 125,
              "slug": "data-ink-ratio",
              "layer": "Slide",
              "evidence": "Minimal chartjunk — just bars, year labels, and growth arrow",
              "confidence": 75
            },
            {
              "id": 74,
              "slug": "inductive-reasoning",
              "layer": "Loop",
              "evidence": "First piece of evidence in the pattern-hunter loop",
              "confidence": 70
            }
          ],
          "page_number": 13
        },
        {
          "tools": [
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Choropleth map shades countries by deep-tech company count",
              "confidence": 80
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title quantifies: '~8,600 Companies in ~70 Markets'",
              "confidence": 80
            },
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "World map carries the geographic story",
              "confidence": 70
            }
          ],
          "page_number": 14
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Deep Tech Companies Attract More Private Investment than Others'",
              "confidence": 85
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Compares deep tech vs other companies on funding",
              "confidence": 70
            }
          ],
          "page_number": 15
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Corporate Investing in Deep Tech Startups Rising'",
              "confidence": 80
            }
          ],
          "page_number": 16
        },
        {
          "tools": [
            {
              "id": 123,
              "slug": "opening-hooks",
              "layer": "Slide",
              "evidence": "Title is the question 'What is Driving Deep Tech Rise?' — opens curiosity gap",
              "confidence": 75
            },
            {
              "id": 67,
              "slug": "curiosity-gap",
              "layer": "Block",
              "evidence": "Question framing teases three answers across following slides",
              "confidence": 75
            }
          ],
          "page_number": 17
        },
        {
          "tools": [
            {
              "id": 87,
              "slug": "parallel-structure",
              "layer": "Loop",
              "evidence": "Numbered '1/' opens a parallel triad with p19 (2/) and p20 (3/)",
              "confidence": 88
            },
            {
              "id": 34,
              "slug": "the-rule-of-three",
              "layer": "Block",
              "evidence": "Three drivers labeled 1/, 2/, 3/ across p18-20",
              "confidence": 85
            }
          ],
          "page_number": 18
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states the insight: 'Barriers to Entry have Significantly Decreased'",
              "confidence": 75
            }
          ],
          "page_number": 19
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Capital Investment in Startups Continuously Expanding'",
              "confidence": 80
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Callout quotes anticipated AuM growth",
              "confidence": 70
            }
          ],
          "page_number": 20
        },
        {
          "tools": [
            {
              "id": 95,
              "slug": "call-and-response",
              "layer": "Loop",
              "evidence": "Callout 'The overarching answer to all these questions is, yes' answers earlier questions",
              "confidence": 60
            }
          ],
          "page_number": 22
        },
        {
          "tools": [
            {
              "id": 131,
              "slug": "gestalt-principles",
              "layer": "Slide",
              "evidence": "Process diagram groups actor types by proximity/enclosure",
              "confidence": 65
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Ecosystem Encompasses Diverse Types of Actors'",
              "confidence": 70
            }
          ],
          "page_number": 23
        },
        {
          "tools": [
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Two labelled axes (Proximity to core × Time to impact) with overlapping colored boxes",
              "confidence": 70
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Each innovation mode coded by a distinct outline color",
              "confidence": 75
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Increased Sophistication Towards Innovation from Corporations'",
              "confidence": 70
            }
          ],
          "page_number": 24
        },
        {
          "tools": [
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Four-petal flower visual carries the framework",
              "confidence": 80
            },
            {
              "id": 131,
              "slug": "gestalt-principles",
              "layer": "Slide",
              "evidence": "Four petals + four labels form one whole via proximity and continuity",
              "confidence": 75
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Four shades of green/yellow distinguish four dynamics",
              "confidence": 70
            }
          ],
          "page_number": 25
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'The US Leads as a Deep Tech Hub, but Considerable Activity Is Occurring Elsewhere'",
              "confidence": 85
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Stacked bar repeated across 7 deep-tech categories",
              "confidence": 80
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Each country has consistent color across categories",
              "confidence": 80
            }
          ],
          "page_number": 27
        },
        {
          "tools": [
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Callout contrasts +62% Chinese R&D vs -6% US",
              "confidence": 88
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Chinese Government is Putting Considerable Efforts into R&D to Catch Up'",
              "confidence": 80
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Sharp +/- numbers create visual contrast",
              "confidence": 78
            }
          ],
          "page_number": 28
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states France's strength areas (Photonics, Adv. materials)",
              "confidence": 75
            },
            {
              "id": 74,
              "slug": "inductive-reasoning",
              "layer": "Loop",
              "evidence": "First evidence stone in the benchmark-gap loop",
              "confidence": 70
            }
          ],
          "page_number": 30
        },
        {
          "tools": [
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Callout '~50% of funding' annotates the European-level finding",
              "confidence": 75
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Although French Funding Lags, Adv. Materials and Photonics Are Well Funded at the European Level'",
              "confidence": 75
            }
          ],
          "page_number": 31
        },
        {
          "tools": [
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Two side-by-side panels: 'France has world-class academics' vs 'doesn't seem to be reflected in deep-tech blueprint'",
              "confidence": 88
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title surfaces the insight: France could increase presence and funding",
              "confidence": 85
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "France yellow vs RoW dark green vs Europe light green",
              "confidence": 70
            }
          ],
          "page_number": 32
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states the so-what: 'Public Financing is Much More Important than in NAM'",
              "confidence": 80
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Callout 'Public funding is twice as important in France as in RoW'",
              "confidence": 70
            }
          ],
          "page_number": 33
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'France Lacks Structured VC; NAM Deep Techs Leverage Twice as Much Funding...'",
              "confidence": 82
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "France vs NAM funding ratio at MVP / industrialization",
              "confidence": 75
            }
          ],
          "page_number": 34
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'No French PI Funds or Corporate VCs Are Present Among the Top Investors'",
              "confidence": 80
            },
            {
              "id": 125,
              "slug": "data-ink-ratio",
              "layer": "Slide",
              "evidence": "Dense investor table",
              "confidence": 55
            }
          ],
          "page_number": 35
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Less Need for Technical Expertise... but More Need for Business Expertise and Talent'",
              "confidence": 80
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "France vs world resource-need profile",
              "confidence": 75
            }
          ],
          "page_number": 36
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'French Startups Receive Less Financial Support from Their Ecosystem'",
              "confidence": 88
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Same bar chart repeated for France / USA / RoW",
              "confidence": 85
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Side callouts highlight VC 5% vs 15% and Corporate 5% vs 11%",
              "confidence": 80
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Green-highlighted French gap percentages stand out",
              "confidence": 75
            }
          ],
          "page_number": 37
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'In France, Startups Have Formed Fewer Partnerships'",
              "confidence": 80
            }
          ],
          "page_number": 38
        },
        {
          "tools": [
            {
              "id": 87,
              "slug": "parallel-structure",
              "layer": "Loop",
              "evidence": "Two parallel year-by-year company timelines (Devialet / Cellectis)",
              "confidence": 80
            },
            {
              "id": 122,
              "slug": "story-moments",
              "layer": "Slide",
              "evidence": "Two success-story narratives close the deck",
              "confidence": 70
            },
            {
              "id": 124,
              "slug": "closing-techniques",
              "layer": "Slide",
              "evidence": "Ending on aspirational success cases",
              "confidence": 65
            }
          ],
          "page_number": 39
        },
        {
          "tools": [
            {
              "id": 177,
              "slug": "bandwagon-effect",
              "layer": "Slide",
              "evidence": "'21 brilliant finalists who have already raised over $240M' shows momentum",
              "confidence": 70
            },
            {
              "id": 226,
              "slug": "social-validation",
              "layer": "Slide",
              "evidence": "Cites prior cohort of finalists raising $240M as proof",
              "confidence": 70
            }
          ],
          "page_number": 42
        }
      ],
      "slides_seen": 42,
      "deck_summary": "BCG x Hello Tomorrow's Deep Tech report aligns moderately with Storymakers: strong action-titled insights, parallel structures, and a clean MECE definition open the deck, and the France benchmark loop is rigorously executed — but it lacks a central recommendation/CTA, so the macro arc reads as analytical Onion rather than a Consultant's Gambit.",
      "secondary_arcs": [
        {
          "id": 11,
          "slug": "triple-take",
          "beats": [
            {
              "name": "The Facts (What)",
              "end_page": 20,
              "evidence": "Definition + global investment evidence",
              "position": 1,
              "start_page": 4
            },
            {
              "name": "The Implications (So What)",
              "end_page": 28,
              "evidence": "Ecosystem changing, US/China leading",
              "position": 2,
              "start_page": 21
            },
            {
              "name": "The Action (Now What)",
              "end_page": 39,
              "evidence": "France's specific gap, implied call to act",
              "position": 3,
              "start_page": 29
            }
          ],
          "evidence": "Macro shape also reads as Facts (sections 1-2) → Implications (sections 3-4) → action implied for France (section 5).",
          "confidence": 55
        }
      ],
      "images_inspected": 10,
      "slide_frameworks": [
        {
          "frameworks": [
            {
              "name": "UN Sustainable Development Goals",
              "slug": "un-sdgs",
              "evidence": "Slide explicitly maps deep techs to numbered UN SDG icons 1-16",
              "confidence": 95
            }
          ],
          "page_number": 6
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    {
      "from": 4,
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      "description": "Defines deep tech across novelty/impact/time/investment"
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      "label": "First Layer",
      "description": "Section 2 'Deep tech is on the rise globally' with drivers"
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      "description": "Section 4 'China and the US are leading the deep tech race'"
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      "description": "Stack evidence that deep tech investment is rising"
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      "description": "Contrast US leadership vs Chinese government push"
    },
    {
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      "label": "Benchmark Gap",
      "description": "Repeatedly benchmark France against Europe/NAM/RoW to size the gap"
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  ]
}