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            "evidence": "Championing cybersecurity divider + state-of-the-world stats: attacks up, budgets up, cloud lagging.",
            "position": 1,
            "start_page": 4
          },
          {
            "name": "Problem & Complication",
            "end_page": 14,
            "evidence": "'Why alignment matters' divider + Business Blockers lag Champions on key measures.",
            "position": 2,
            "start_page": 11
          },
          {
            "name": "Evidence & Proof",
            "end_page": 21,
            "evidence": "Value-at-stake bridges per segment (48%, 65%) and Champions performance data.",
            "position": 3,
            "start_page": 15
          },
          {
            "name": "Solution & Approach",
            "end_page": 26,
            "evidence": "'How to be a Cyber Champion' + 3 pillars (CISO seat, threat-centric, secure cloud).",
            "position": 4,
            "start_page": 22
          },
          {
            "name": "Impact & Next Steps",
            "end_page": 28,
            "evidence": "'Path to cyber resilience' divider and synthesis on aligning security with business strategy.",
            "position": 5,
            "start_page": 27
          }
        ],
        "evidence": "Classic context (p4-10) -> problem of alignment (p11-14) -> segment-by-segment evidence (p15-21) -> 3-pillar recommendation (p22-26) -> takeaways (p27-28).",
        "confidence": 88
      },
      "loops": [
        {
          "id": 30,
          "slug": "30-2x2-matrix",
          "end_page": 6,
          "evidence": "Page 6 reveals 2x2 with axes 'Cybersecurity Resilience' vs 'Business Strategy Alignment' and 4 named quadrants.",
          "position": 1,
          "objective": "Introduce the Cyber Quadrant framework that defines the 4 archetypes",
          "confidence": 92,
          "start_page": 5
        },
        {
          "id": 3,
          "slug": "03-aha-moment",
          "end_page": 10,
          "evidence": "Three sequential data findings (270 attacks, 82% budgets up, 32% cloud gap) building to the alignment thesis.",
          "position": 2,
          "objective": "Show the data on where the cybersecurity world is now",
          "confidence": 78,
          "start_page": 8
        },
        {
          "id": 34,
          "slug": "34-segmentation-split",
          "end_page": 21,
          "evidence": "Aggregate table p12 then parallel intro+performance+value-at-stake blocks for Blockers, Risk Takers, Champions.",
          "position": 3,
          "objective": "Walk segment by segment to expose performance differences and value at stake",
          "confidence": 90,
          "start_page": 12
        },
        {
          "id": 9,
          "slug": "09-precedent",
          "end_page": 25,
          "evidence": "Three pillars on p22 each backed on p23-25 by a stat showing what Champions do differently.",
          "position": 4,
          "objective": "Tell readers to replicate what Cyber Champions already do",
          "confidence": 82,
          "start_page": 22
        },
        {
          "id": 4,
          "slug": "04-tale-two-worlds",
          "end_page": 26,
          "evidence": "Headline 'Are security and non-security executives on the same page?' with 43% vs 31% comparison.",
          "position": 5,
          "objective": "Contrast security vs non-security executive views as proof of misalignment",
          "confidence": 65,
          "start_page": 26
        }
      ],
      "slide_tools": [
        {
          "tools": [
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "Author bios establish Accenture security-practice authority.",
              "confidence": 70
            },
            {
              "id": 169,
              "slug": "authority-bias",
              "layer": "Slide",
              "evidence": "Named senior authors lend the report expert weight.",
              "confidence": 65
            }
          ],
          "page_number": 3
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Championing cybersecurity' frames the chapter's argument.",
              "confidence": 75
            },
            {
              "id": 123,
              "slug": "opening-hooks",
              "layer": "Slide",
              "evidence": "Callout opens with startling 78% who don't know how a breach will affect them.",
              "confidence": 82
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specific 78% stat anchors the abstract risk.",
              "confidence": 80
            },
            {
              "id": 3,
              "slug": "pyramid-principle",
              "layer": "Block",
              "evidence": "Top-down: stat then framework on p6 supports the chapter thesis.",
              "confidence": 60
            }
          ],
          "page_number": 5
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states the so-what: 'what a difference a year makes... leading orgs demonstrating cyber resilience.'",
              "confidence": 90
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "2x2 quadrant chart matches the categorical comparison.",
              "confidence": 88
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Cyber Champions quadrant filled in deep purple to mark the target.",
              "confidence": 85
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Quadrant labels typeset large; descriptions secondary.",
              "confidence": 80
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Champions cell visually distinct from the other three to mark the goal.",
              "confidence": 78
            },
            {
              "id": 174,
              "slug": "nudge",
              "layer": "Slide",
              "evidence": "Visual nudge toward the top-right Champions quadrant.",
              "confidence": 62
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Quadrant sets up Champions vs Vulnerable contrast that runs through the deck.",
              "confidence": 75
            }
          ],
          "page_number": 6
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Cyber attacks are up' is the so-what, not the topic.",
              "confidence": 92
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Stacked bars compare 2020 vs 2021 attempted/successful counts.",
              "confidence": 85
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Large purple '31%' arrow annotates the year-over-year delta.",
              "confidence": 88
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specific 270 attacks per company makes the rise tangible.",
              "confidence": 82
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Two-tone purple distinguishes attempted vs successful.",
              "confidence": 70
            },
            {
              "id": 74,
              "slug": "inductive-reasoning",
              "layer": "Loop",
              "evidence": "First of three data points (attacks, budgets, cloud) building toward alignment thesis.",
              "confidence": 72
            }
          ],
          "page_number": 8
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Security investment continues to rise' is the insight.",
              "confidence": 88
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "82% of respondents reporting budget increases.",
              "confidence": 80
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Figure 3 referenced for budget trend.",
              "confidence": 60
            }
          ],
          "page_number": 9
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Cloud still has a complex relationship with security' states the tension.",
              "confidence": 85
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specific 32% callout.",
              "confidence": 80
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Cloud benefits vs security afterthought framed as tension.",
              "confidence": 65
            }
          ],
          "page_number": 10
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Subhead spells out the 4 measures: stop, find, fix, reduce impact.",
              "confidence": 78
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Comparison table aligns 4 segments x 4 KPIs.",
              "confidence": 88
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Purple-to-pink gradient ranks Champions first.",
              "confidence": 80
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Same metric repeated across 4 segment columns.",
              "confidence": 82
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Champions column placed first and highlighted.",
              "confidence": 70
            },
            {
              "id": 87,
              "slug": "parallel-structure",
              "layer": "Loop",
              "evidence": "Sets up parallel intro+perf+value blocks for each segment that follow on p13-21.",
              "confidence": 80
            },
            {
              "id": 16,
              "slug": "three-pillars",
              "layer": "Block",
              "evidence": "Three named segments (Blockers, Risk Takers, Champions) anchor the next 9 pages.",
              "confidence": 55
            }
          ],
          "page_number": 12
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Business Blockers' label + definition acts as section title.",
              "confidence": 80
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Segment-coded purple consistent with quadrant on p6.",
              "confidence": 60
            }
          ],
          "page_number": 13
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Callout: 'Blockers outperform Risk Takers and Vulnerable, but lag Champions.'",
              "confidence": 88
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Two side-by-side bar charts compare 4 segments on breach % and damage %.",
              "confidence": 85
            },
            {
              "id": 139,
              "slug": "pre-attentive-attributes",
              "layer": "Slide",
              "evidence": "Business Blockers bar boxed in dotted outline to mark focus.",
              "confidence": 85
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Four shades of purple/pink distinguish each segment.",
              "confidence": 78
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Same bar layout repeated for two metrics side by side.",
              "confidence": 75
            }
          ],
          "page_number": 14
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Body lead: 'Blockers could reduce costs by 48% per attack' = the insight.",
              "confidence": 88
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Waterfall/value bridge: $611K -> $317K with two reduction components.",
              "confidence": 92
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Big '48%' arrow with 'reduction in cost per successful attack.'",
              "confidence": 88
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specific dollars: $611K, $317K, $294K savings.",
              "confidence": 82
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Solid purple bar for current vs dotted purple for to-be.",
              "confidence": 70
            }
          ],
          "page_number": 15
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Cyber Risk Takers' label + definition mirrors p13.",
              "confidence": 75
            },
            {
              "id": 87,
              "slug": "parallel-structure",
              "layer": "Loop",
              "evidence": "Reuses Blockers template (definition -> perf -> value).",
              "confidence": 70
            }
          ],
          "page_number": 16
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Callout: 'Securing more budget doesn't translate to better cyber resilience.'",
              "confidence": 88
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Comparison bars for Risk Takers across the 4-segment cohort.",
              "confidence": 78
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Same segment color coding.",
              "confidence": 70
            }
          ],
          "page_number": 17
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Body: 'Risk Takers could reduce costs by 65% per attack.'",
              "confidence": 88
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Same bridge format as p15 for Risk Takers segment.",
              "confidence": 88
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "$226K savings per attack named explicitly.",
              "confidence": 80
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "65% reduction call-out matches p15 pattern.",
              "confidence": 80
            }
          ],
          "page_number": 18
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Cyber Champions' divider with 'cream of the crop' positioning.",
              "confidence": 75
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Champion segment color carried through.",
              "confidence": 60
            }
          ],
          "page_number": 19
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Callout: Champions experience 8 pp fewer breaches than Blockers, 36 pp fewer than Risk Takers.",
              "confidence": 85
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Bar comparison of breach incidence across segments.",
              "confidence": 75
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Champions bar emphasized.",
              "confidence": 65
            }
          ],
          "page_number": 20
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Callout names top countries and industries within Champions.",
              "confidence": 75
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Segmentation visual showing Champions composition.",
              "confidence": 70
            }
          ],
          "page_number": 21
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'How to be a Cyber Champion' states the so-what for the recommendation block.",
              "confidence": 92
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Three icons + labels arranged equal-weight under giant headline.",
              "confidence": 85
            },
            {
              "id": 149,
              "slug": "typography-hierarchy",
              "layer": "Slide",
              "evidence": "Massive white headline dominates; pillar labels secondary.",
              "confidence": 80
            },
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Crossroads photo on right anchors the 'choose your path' metaphor.",
              "confidence": 70
            },
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "Aerial crossroads image as visual metaphor for the strategic choice.",
              "confidence": 72
            },
            {
              "id": 34,
              "slug": "the-rule-of-three",
              "layer": "Block",
              "evidence": "Exactly 3 pillars (CISO seat, threat-centric, secure cloud) anchor next 3 slides.",
              "confidence": 92
            },
            {
              "id": 16,
              "slug": "three-pillars",
              "layer": "Block",
              "evidence": "Block opens with three icon-labeled pillars elaborated p23-25.",
              "confidence": 90
            }
          ],
          "page_number": 22
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Give CISOs a seat at the top table' is a directive insight.",
              "confidence": 92
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Only 19% of Champions have budget authorized by CEO/board.",
              "confidence": 78
            }
          ],
          "page_number": 23
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Be threat-centric and business aligned' is directive.",
              "confidence": 92
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "87% of Champions measure maturity at least annually, 18 pp more than Blockers.",
              "confidence": 80
            }
          ],
          "page_number": 24
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Get the most out of secure cloud' is the directive.",
              "confidence": 92
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "83% of Champions vs 70% overall make security a major cloud consideration.",
              "confidence": 80
            }
          ],
          "page_number": 25
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Question headline 'Are security and non-security executives on the same page?' frames the gap.",
              "confidence": 88
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "43% non-security vs 31% security executives on the late-cloud-security gap.",
              "confidence": 78
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Contrast between two exec cohorts is the whole point of the slide.",
              "confidence": 75
            }
          ],
          "page_number": 26
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Headline restates the thesis: cybersecurity and business strategies must align.",
              "confidence": 90
            },
            {
              "id": 124,
              "slug": "closing-techniques",
              "layer": "Slide",
              "evidence": "Closes with vision: 'seize an advantage in the race to cyber resilience.'",
              "confidence": 82
            },
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "Pull-quote attributed to a CISO in the insurance industry.",
              "confidence": 80
            },
            {
              "id": 169,
              "slug": "authority-bias",
              "layer": "Slide",
              "evidence": "External practitioner quote backs the recommendation.",
              "confidence": 70
            },
            {
              "id": 98,
              "slug": "callback",
              "layer": "Loop",
              "evidence": "Recaps attacks, budgets, cloud - the three p8-10 themes.",
              "confidence": 70
            }
          ],
          "page_number": 28
        }
      ],
      "slides_seen": 33,
      "deck_summary": "Strong textbook Consultant's Gambit: Accenture sets context, defines a 2x2 archetype framework, walks segment-by-segment evidence, then closes with a Rule-of-Three recommendation block - a tight Storymakers fit with action titles and waterfall value bridges throughout.",
      "secondary_arcs": [],
      "images_inspected": 6,
      "slide_frameworks": [
        {
          "frameworks": [
            {
              "name": "2x2 Matrix",
              "slug": "2x2-matrix",
              "evidence": "Axes labelled 'Cybersecurity Resilience' (Y) and 'Business Strategy Alignment' (X).",
              "confidence": 95
            }
          ],
          "page_number": 6
        },
        {
          "frameworks": [
            {
              "name": "Waterfall / Value Bridge",
              "slug": "waterfall-value-bridge",
              "evidence": "$611K -> $317K with two stacked reduction components labelled.",
              "confidence": 88
            }
          ],
          "page_number": 15
        },
        {
          "frameworks": [
            {
              "name": "Waterfall / Value Bridge",
              "slug": "waterfall-value-bridge",
              "evidence": "Same bridge layout as p15 applied to Cyber Risk Takers segment.",
              "confidence": 80
            }
          ],
          "page_number": 18
        },
        {
          "frameworks": [
            {
              "name": "Maturity Model",
              "slug": "maturity-model",
              "evidence": "Slide hinges on Champions measuring 'maturity of their cybersecurity program' annually.",
              "confidence": 60
            }
          ],
          "page_number": 24
        }
      ]
    },
    "matchedAt": "2026-04-25 23:27:31+00",
    "slidesSeen": 33,
    "deckSummary": "Strong textbook Consultant's Gambit: Accenture sets context, defines a 2x2 archetype framework, walks segment-by-segment evidence, then closes with a Rule-of-Three recommendation block - a tight Storymakers fit with action titles and waterfall value bridges throughout.",
    "imagesInspected": 6,
    "extractionSeconds": 347.1727
  },
  "score": {
    "backend": null,
    "scoredAt": "2026-04-24 09:23:24+00",
    "subScores": {
      "mece_pillars": 73.3,
      "scqa_opening": 60,
      "slide_type_mix": 66.72727272727272,
      "lead_with_answer": 15,
      "narrative_pacing": 77.72727272727272,
      "action_title_density": 40
    },
    "totalScore": 50.8,
    "coveragePct": 100,
    "explanations": {
      "mece_pillars": "6 pillars, balance=0.63",
      "scqa_opening": "first-third narrative: S",
      "slide_type_mix": "N21% · S48% · W24% · W6%",
      "lead_with_answer": "no thesis slide in first third",
      "narrative_pacing": "9% filler/appendix, middle density 64%",
      "action_title_density": "8/25 substantive slides have action titles (32%)"
    },
    "slidesAnalyzed": 33
  },
  "review": {
    "backend": null,
    "verdict": "A structurally sound four-act research report with strong MECE pillars and quantified callouts, undermined by seven identically-titled analysis slides and a missing call-to-action — use its section architecture as a teaching example, not its action titles.",
    "reviewedAt": "2026-04-24 10:45:20+00",
    "slidesSeen": 33,
    "suggestions": [
      "Rewrite the seven repeated 'Why alignment matters' titles with the specific insight each chart proves (e.g., p.15 → 'Aligning cyber with the business would save Business Blockers $294K per attack')",
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      "label": "Aha Moment",
      "description": "Show the data on where the cybersecurity world is now"
    },
    {
      "from": 12,
      "to": 21,
      "label": "Segmentation Split",
      "description": "Walk segment by segment to expose performance differences and value at stake"
    },
    {
      "from": 22,
      "to": 25,
      "label": "Precedent",
      "description": "Tell readers to replicate what Cyber Champions already do"
    },
    {
      "from": 26,
      "to": 26,
      "label": "Tale Two Worlds",
      "description": "Contrast security vs non-security executive views as proof of misalignment"
    }
  ]
}