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            "end_page": 30,
            "evidence": "Get-in-touch CTA slide and key contacts page",
            "position": 5,
            "start_page": 29
          }
        ],
        "evidence": "Classic consulting flow: setup (p1-3) -> findings/diagnosis (p4-18) -> 4 best practices + roadmap (p19-24) -> benchmark proof (p25-28) -> CTA (p29-30).",
        "confidence": 88
      },
      "loops": [
        {
          "id": 3,
          "slug": "03-aha-moment",
          "end_page": 4,
          "evidence": "Premise (p2) -> survey data (p3) -> 'It is all a matter of management' insight (p4).",
          "position": 1,
          "objective": "Set up the research question and reveal the management insight",
          "confidence": 80,
          "start_page": 2
        },
        {
          "id": 4,
          "slug": "04-tale-two-worlds",
          "end_page": 10,
          "evidence": "Every chart in p6-10 is a paired Auto-OES vs Cross-Industry / function comparison.",
          "position": 2,
          "objective": "Compare Auto-OES vs Cross-Industry on innovation priorities, scaling, outcomes and tech",
          "confidence": 85,
          "start_page": 6
        },
        {
          "id": 34,
          "slug": "34-segmentation-split",
          "end_page": 13,
          "evidence": "Donut tiers (p12) and RODI bars by tier (p13) explicitly segment the sample.",
          "position": 3,
          "objective": "Split the population into Champions/Contenders/Cadets and show the performance delta",
          "confidence": 90,
          "start_page": 12
        },
        {
          "id": 37,
          "slug": "37-root-cause-tree",
          "end_page": 16,
          "evidence": "Funding-roadblock chart with ranked refusal reasons (p15) plus heatmap of alignment/skill challenges (p16).",
          "position": 4,
          "objective": "Diagnose the root causes blocking Contenders/Cadets",
          "confidence": 78,
          "start_page": 15
        },
        {
          "id": 27,
          "slug": "27-cost-of-inaction",
          "end_page": 18,
          "evidence": "p17 sizes loss bands (>5% cost/talent), p18 sizes incremental RODI from closing the same deficits.",
          "position": 5,
          "objective": "Quantify what's lost by inaction vs gained by closing deficits",
          "confidence": 88,
          "start_page": 17
        },
        {
          "id": 40,
          "slug": "40-mece-breakdown",
          "end_page": 21,
          "evidence": "Numbered 1-4 practices across p20 and p21 covering value, change, factories and enablers.",
          "position": 6,
          "objective": "Lay out the four Champion best practices as a complete set",
          "confidence": 80,
          "start_page": 20
        },
        {
          "id": 36,
          "slug": "36-maturity-curve",
          "end_page": 24,
          "evidence": "p23 names the five levers; p24 is a literal Cadets->Contenders->Champions maturity curve.",
          "position": 7,
          "objective": "Present the 5-lever maturity roadmap from Traditional to Reinvent",
          "confidence": 92,
          "start_page": 23
        },
        {
          "id": 48,
          "slug": "48-capability-gap",
          "end_page": 28,
          "evidence": "Top skills (p25), top partnerships (p26) and top capabilities (p28) all benchmark Champions vs Others.",
          "position": 8,
          "objective": "Show the capability, skill and partnership gap between Champions and Others",
          "confidence": 82,
          "start_page": 25
        }
      ],
      "slide_tools": [
        {
          "tools": [
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Three-word headline dominates with subordinated subtitle and illustration.",
              "confidence": 80
            },
            {
              "id": 149,
              "slug": "typography-hierarchy",
              "layer": "Slide",
              "evidence": "Oversized cover wordmark with smaller tag and caption.",
              "confidence": 78
            }
          ],
          "page_number": 1
        },
        {
          "tools": [
            {
              "id": 1,
              "slug": "scqa-framework",
              "layer": "Block",
              "evidence": "Premise paragraph + research question = situation/complication/question setup.",
              "confidence": 78
            },
            {
              "id": 123,
              "slug": "opening-hooks",
              "layer": "Slide",
              "evidence": "Pull-quote research question 'Can we find key best practices...'",
              "confidence": 80
            },
            {
              "id": 67,
              "slug": "curiosity-gap",
              "layer": "Block",
              "evidence": "Question mark in pull-quote opens the deck-long inquiry.",
              "confidence": 78
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states the directive: 'Find Industry X.0 best practices.'",
              "confidence": 85
            }
          ],
          "page_number": 2
        },
        {
          "tools": [
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "n=1,350, 60% C-suite, 17 countries cited up front.",
              "confidence": 88
            },
            {
              "id": 169,
              "slug": "authority-bias",
              "layer": "Slide",
              "evidence": "Accenture 2019 Industry X.0 Survey branding stamps authority.",
              "confidence": 70
            },
            {
              "id": 125,
              "slug": "data-ink-ratio",
              "layer": "Slide",
              "evidence": "Stat sheet uses bold numerals and minimal chrome.",
              "confidence": 60
            }
          ],
          "page_number": 3
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states the thesis: 'It is all a matter of management.'",
              "confidence": 90
            },
            {
              "id": 153,
              "slug": "core-message-extraction",
              "layer": "Slide",
              "evidence": "Single sentence captures the deck's core finding.",
              "confidence": 82
            },
            {
              "id": 152,
              "slug": "unexpected-pattern",
              "layer": "Slide",
              "evidence": "Marginalia tag 'A SURPRISE!' flags the unexpected finding.",
              "confidence": 70
            }
          ],
          "page_number": 4
        },
        {
          "tools": [
            {
              "id": 123,
              "slug": "opening-hooks",
              "layer": "Slide",
              "evidence": "Oversized Q:/A: device opens the section.",
              "confidence": 78
            },
            {
              "id": 67,
              "slug": "curiosity-gap",
              "layer": "Block",
              "evidence": "Question form forces the reader to want the answer.",
              "confidence": 80
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "White Q on purple vs cyan-accented A creates emphasis.",
              "confidence": 65
            }
          ],
          "page_number": 5
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states the insight, not the topic.",
              "confidence": 88
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Grouped bar chart fits two-cohort comparison.",
              "confidence": 80
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Auto-OES vs Cross-Industry pairing introduces the loop.",
              "confidence": 80
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Purple vs cyan separates the two cohorts.",
              "confidence": 75
            }
          ],
          "page_number": 6
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title asserts 'OES are scaling digital POCs across functions.'",
              "confidence": 85
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Grouped bar comparison across six functions.",
              "confidence": 78
            },
            {
              "id": 87,
              "slug": "parallel-structure",
              "layer": "Loop",
              "evidence": "Repeated paired-bar layout matches p6 structure.",
              "confidence": 70
            }
          ],
          "page_number": 7
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title sets the imperative to innovate at scale.",
              "confidence": 80
            },
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Full-bleed factory photo behind imperative bullets.",
              "confidence": 78
            },
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "Industrial visual + speed/reliability language adds urgency.",
              "confidence": 60
            }
          ],
          "page_number": 8
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title names the key outcomes (anomaly detection, PO management).",
              "confidence": 85
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Horizontal bar ranking is right choice for top-N list.",
              "confidence": 82
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Top-10 outcomes labeled directly on bars.",
              "confidence": 65
            }
          ],
          "page_number": 9
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title names the chosen technologies (Big Data, AR/VR, Cloud).",
              "confidence": 82
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Purple saturation encodes ranking 1/2/3 in heatmap.",
              "confidence": 80
            },
            {
              "id": 131,
              "slug": "gestalt-principles",
              "layer": "Slide",
              "evidence": "Heatmap relies on proximity/similarity to read patterns.",
              "confidence": 75
            },
            {
              "id": 139,
              "slug": "pre-attentive-attributes",
              "layer": "Slide",
              "evidence": "Color saturation pre-attentively signals rank.",
              "confidence": 70
            }
          ],
          "page_number": 10
        },
        {
          "tools": [
            {
              "id": 67,
              "slug": "curiosity-gap",
              "layer": "Block",
              "evidence": "Q&A device 'does everyone see scaling success? No.'",
              "confidence": 82
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "'Some race ahead, others struggle' sets leaders-vs-laggards.",
              "confidence": 78
            }
          ],
          "page_number": 11
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'Auto-OES has lower share of Champions.'",
              "confidence": 88
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Two donuts compare share-of-tier across cohorts.",
              "confidence": 78
            },
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Loop",
              "evidence": "Three-tier taxonomy (Champions/Contenders/Cadets) chunks the population.",
              "confidence": 80
            }
          ],
          "page_number": 12
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title asserts Champions hit higher RODI targets.",
              "confidence": 90
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Champions bars are visually dominant vs much smaller Contender/Cadet bars.",
              "confidence": 78
            },
            {
              "id": 72,
              "slug": "social-proof",
              "layer": "Block",
              "evidence": "Champion peer cohort modeled as proof of payoff.",
              "confidence": 75
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Purple Auto-OES vs cyan Cross-Industry bars side-by-side.",
              "confidence": 78
            }
          ],
          "page_number": 13
        },
        {
          "tools": [
            {
              "id": 67,
              "slug": "curiosity-gap",
              "layer": "Block",
              "evidence": "'What's stopping them?' Q&A drives the diagnosis section.",
              "confidence": 85
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Answer text names alignment and talent deficits.",
              "confidence": 80
            }
          ],
          "page_number": 14
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title declares funding from board is a major roadblock.",
              "confidence": 86
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Grouped horizontal bars + ranked refusal-reasons table.",
              "confidence": 75
            },
            {
              "id": 21,
              "slug": "five-whys",
              "layer": "Block",
              "evidence": "Ranked board-refusal reasons drill into why funding fails.",
              "confidence": 60
            }
          ],
          "page_number": 15
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title names alignment + skill deficits as primary.",
              "confidence": 86
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Two-tone purple encodes biggest vs second-biggest challenge.",
              "confidence": 82
            },
            {
              "id": 131,
              "slug": "gestalt-principles",
              "layer": "Slide",
              "evidence": "Heatmap groups challenges by proximity and similarity.",
              "confidence": 78
            }
          ],
          "page_number": 16
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title quantifies '~80% fear cost & talent escalations.'",
              "confidence": 88
            },
            {
              "id": 68,
              "slug": "loss-aversion",
              "layer": "Block",
              "evidence": "Slide explicitly frames stakes as cost/talent loss bands.",
              "confidence": 90
            },
            {
              "id": 66,
              "slug": "negativity-bias",
              "layer": "Block",
              "evidence": "Five risk categories all framed as downside.",
              "confidence": 75
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "100% stacked bars across impact bands.",
              "confidence": 72
            }
          ],
          "page_number": 17
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title quantifies sizeable RODI gain from closing deficits.",
              "confidence": 86
            },
            {
              "id": 55,
              "slug": "prospect-theory",
              "layer": "Block",
              "evidence": "Pairs p17 loss with p18 gain framing - reference-point flip.",
              "confidence": 78
            },
            {
              "id": 69,
              "slug": "framing-effect",
              "layer": "Block",
              "evidence": "Same deficits reframed as 'opportunity' not 'risk.'",
              "confidence": 75
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Grouped bars across six deficit categories.",
              "confidence": 70
            }
          ],
          "page_number": 18
        },
        {
          "tools": [
            {
              "id": 67,
              "slug": "curiosity-gap",
              "layer": "Block",
              "evidence": "'How do champions overcome these?' question form.",
              "confidence": 85
            },
            {
              "id": 109,
              "slug": "information-gap-theory",
              "layer": "Loop",
              "evidence": "Teases '4 specific best practices' - open loop.",
              "confidence": 75
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Answer line names '4 specific best practices.'",
              "confidence": 75
            }
          ],
          "page_number": 19
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Each numbered practice has a declarative title.",
              "confidence": 82
            },
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Loop",
              "evidence": "Big numerals 1./2. chunk the practice list.",
              "confidence": 82
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Oversized numerals anchor the two columns.",
              "confidence": 70
            }
          ],
          "page_number": 20
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Numbered practice titles state the recommendation.",
              "confidence": 82
            },
            {
              "id": 87,
              "slug": "parallel-structure",
              "layer": "Loop",
              "evidence": "Identical 2-column numeral+title pattern as p20.",
              "confidence": 78
            }
          ],
          "page_number": 21
        },
        {
          "tools": [
            {
              "id": 67,
              "slug": "curiosity-gap",
              "layer": "Block",
              "evidence": "Q: roadmap? A: 'YES THERE IS...' tease.",
              "confidence": 82
            },
            {
              "id": 97,
              "slug": "cliffhanger",
              "layer": "Loop",
              "evidence": "Ellipsis defers the answer to next slide.",
              "confidence": 70
            }
          ],
          "page_number": 22
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title asserts 'we have built one leveraging five levers.'",
              "confidence": 80
            },
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Five iconified levers visualised across full slide.",
              "confidence": 80
            },
            {
              "id": 160,
              "slug": "law-of-proximity",
              "layer": "Slide",
              "evidence": "Icon-label pairs grouped with dotted dividers.",
              "confidence": 72
            },
            {
              "id": 2,
              "slug": "mece-principle",
              "layer": "Block",
              "evidence": "Five non-overlapping levers presented as full coverage.",
              "confidence": 70
            }
          ],
          "page_number": 23
        },
        {
          "tools": [
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Three concentric purple bands encode Cadets/Contenders/Champions.",
              "confidence": 82
            },
            {
              "id": 131,
              "slug": "gestalt-principles",
              "layer": "Slide",
              "evidence": "Common-fate arcs group capabilities along each lever.",
              "confidence": 80
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title labels diagram as the maturity curve.",
              "confidence": 65
            },
            {
              "id": 200,
              "slug": "law-of-common-fate",
              "layer": "Slide",
              "evidence": "Arcs sweep all dots on a lever toward 'Reorganized to Reinvent.'",
              "confidence": 75
            }
          ],
          "page_number": 24
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title names Digital Production/Program Management as critical.",
              "confidence": 85
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Horizontal grouped bars rank top-10 skills.",
              "confidence": 80
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Champions vs Others paired bars across every skill.",
              "confidence": 78
            }
          ],
          "page_number": 25
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title names competitors and suppliers as critical partners.",
              "confidence": 84
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Horizontal grouped bars rank top-5 partnerships.",
              "confidence": 78
            }
          ],
          "page_number": 26
        },
        {
          "tools": [
            {
              "id": 67,
              "slug": "curiosity-gap",
              "layer": "Block",
              "evidence": "Q: capabilities to build? Q&A device.",
              "confidence": 80
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Answer text states Champions invest heavily in priorities.",
              "confidence": 78
            }
          ],
          "page_number": 27
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title names strategic alignment, digital roles, man-machine collab.",
              "confidence": 82
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Grouped horizontal bars across three tiers and 5 capabilities.",
              "confidence": 78
            },
            {
              "id": 98,
              "slug": "callback",
              "layer": "Loop",
              "evidence": "Side note ties capabilities back to p26 partners with competitors/suppliers.",
              "confidence": 65
            }
          ],
          "page_number": 28
        },
        {
          "tools": [
            {
              "id": 124,
              "slug": "closing-techniques",
              "layer": "Slide",
              "evidence": "Headline question + 'Get in touch!' CTA + emails.",
              "confidence": 86
            },
            {
              "id": 174,
              "slug": "nudge",
              "layer": "Slide",
              "evidence": "Two contact emails and URL placed prominently.",
              "confidence": 78
            }
          ],
          "page_number": 29
        },
        {
          "tools": [
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "Four named Accenture leads with roles and emails.",
              "confidence": 80
            },
            {
              "id": 169,
              "slug": "authority-bias",
              "layer": "Slide",
              "evidence": "Senior Accenture role titles cited per author.",
              "confidence": 72
            }
          ],
          "page_number": 30
        },
        {
          "tools": [
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "n=1,350 + 60% C-suite + 13 industries + country mix.",
              "confidence": 86
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Three donuts + treemap fit categorical share-of-respondent breakdown.",
              "confidence": 76
            }
          ],
          "page_number": 32
        },
        {
          "tools": [
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "n=108 Auto-OES sample broken down by role/revenue/geography.",
              "confidence": 84
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Donuts + treemap match share-of-respondent breakdown.",
              "confidence": 74
            }
          ],
          "page_number": 33
        },
        {
          "tools": [
            {
              "id": 169,
              "slug": "authority-bias",
              "layer": "Slide",
              "evidence": "'300 researchers, 20 countries' positions Accenture as authority.",
              "confidence": 82
            },
            {
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      "Replace p.1 slogan with a single-sentence thesis cover ('Only 2 in 10 Auto-OES companies scale digital PoCs successfully — here is what the Champions do differently')",
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      "Several mid-deck titles drop to topic-label mode (p.10, p.23, p.24) breaking the declarative rhythm",
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