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          "evidence": "p42 sliders (Desire-Love, Exclusivity-Inclusivity, etc.) and p43 four-pillar CEO agenda (Refocus/Foster/Favor/Deliver).",
          "position": 10,
          "objective": "Force explicit trade-off choices and crystallize CEO agenda",
          "confidence": 88,
          "start_page": 42
        }
      ],
      "slide_tools": [
        {
          "tools": [
            {
              "id": 123,
              "slug": "opening-hooks",
              "layer": "Slide",
              "evidence": "Title 'Good times for a change' frames provocative thesis up front.",
              "confidence": 70
            },
            {
              "id": 17,
              "slug": "governing-thought",
              "layer": "Block",
              "evidence": "Cover establishes the unifying idea reused on closing slide 43.",
              "confidence": 78
            }
          ],
          "page_number": 1
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title quotes the insight: 'slight slowdown / bright spots from experiences'.",
              "confidence": 88
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Waterfall used to decompose 1,478B total across luxury segments.",
              "confidence": 80
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Right-side red callout '-3/-1% @Current FX vs 2023' annotates total bar.",
              "confidence": 78
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Personal Luxury Goods bar darkened to flag the focus segment.",
              "confidence": 75
            },
            {
              "id": 74,
              "slug": "inductive-reasoning",
              "layer": "Loop",
              "evidence": "Loop opens by listing segment evidence to induce experiences>products pattern.",
              "confidence": 75
            },
            {
              "id": 1,
              "slug": "scqa-framework",
              "layer": "Block",
              "evidence": "Deck-level Situation block opens here with global market state.",
              "confidence": 80
            }
          ],
          "page_number": 3
        },
        {
          "tools": [
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Four parallel mini-panels for vehicles, art/design, food, out-of-home.",
              "confidence": 80
            },
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Loop",
              "evidence": "Information chunked into four equally weighted segment cards.",
              "confidence": 70
            }
          ],
          "page_number": 4
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states insight: ultra-high holding up, aspirational suffering.",
              "confidence": 85
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Callout 'Contrasting effects across segments' frames bipolar dynamic.",
              "confidence": 78
            }
          ],
          "page_number": 5
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title delivers verdict on design and fine art segments.",
              "confidence": 82
            }
          ],
          "page_number": 6
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title summarizes food on trend, wines impacted by downtrading.",
              "confidence": 82
            }
          ],
          "page_number": 7
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Travel experiences continue to burgeon' is the takeaway.",
              "confidence": 82
            },
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "Language emphasizes 'uniqueness and authenticity'.",
              "confidence": 60
            }
          ],
          "page_number": 8
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'experiences leading over products' is the inductive conclusion.",
              "confidence": 86
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Frames experiences vs products contrast that closes the segment loop.",
              "confidence": 78
            }
          ],
          "page_number": 9
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Slowdown of broad luxury markets' states the so-what.",
              "confidence": 80
            },
            {
              "id": 80,
              "slug": "data-story-arc",
              "layer": "Loop",
              "evidence": "Loop sets up scenario fork by establishing slowdown context first.",
              "confidence": 70
            }
          ],
          "page_number": 10
        },
        {
          "tools": [
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Macro indicators arranged in hierarchy with -1/+1% headline.",
              "confidence": 65
            }
          ],
          "page_number": 11
        },
        {
          "tools": [
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Callout 'first slowdown in 15 years' isolates anomaly in long time series.",
              "confidence": 80
            },
            {
              "id": 152,
              "slug": "unexpected-pattern",
              "layer": "Slide",
              "evidence": "Headline highlights pattern break: first slowdown in 15 years (excl. Covid).",
              "confidence": 78
            },
            {
              "id": 122,
              "slug": "story-moments",
              "layer": "Slide",
              "evidence": "Designed as 'The Shock' moment in the narrative.",
              "confidence": 65
            }
          ],
          "page_number": 12
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Q4 highly exposed to short-term winds'.",
              "confidence": 82
            }
          ],
          "page_number": 13
        },
        {
          "tools": [
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Three explicit scenarios with probability donuts (15/75/10%).",
              "confidence": 85
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "GDP growth strip annotates regional drivers below scenarios.",
              "confidence": 80
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Realistic scenario boxed and bolded as the recommended view.",
              "confidence": 70
            }
          ],
          "page_number": 14
        },
        {
          "tools": [
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Loop",
              "evidence": "Five-column 'at a glance' panel chunks recap into digestible blocks.",
              "confidence": 88
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Five parallel mini-charts (region, base, channel, category, generation).",
              "confidence": 82
            },
            {
              "id": 153,
              "slug": "core-message-extraction",
              "layer": "Slide",
              "evidence": "Distills the prior 12 slides into five headline takeaways.",
              "confidence": 78
            }
          ],
          "page_number": 15
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Time to (re-)establish creativity, customer and coherence' sets thesis.",
              "confidence": 88
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Explicit TODAY (warnings) vs YET (bright spots) two-row layout.",
              "confidence": 90
            },
            {
              "id": 16,
              "slug": "three-pillars",
              "layer": "Block",
              "evidence": "Names three pillars: creativity, customer, coherence.",
              "confidence": 82
            },
            {
              "id": 26,
              "slug": "before-after-bridge",
              "layer": "Block",
              "evidence": "Today/Yet rails act as before-state vs bridge to opportunity.",
              "confidence": 70
            },
            {
              "id": 27,
              "slug": "problem-agitate-solve-pas",
              "layer": "Block",
              "evidence": "Pivot slide that names the problem before agitation in p17-30.",
              "confidence": 75
            }
          ],
          "page_number": 16
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title gives regional verdict (Europe glimmers, Japan cooling, China turbulent).",
              "confidence": 82
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Heat-map style red/grey to signal regional health.",
              "confidence": 70
            }
          ],
          "page_number": 17
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states US trajectory verdict.",
              "confidence": 78
            }
          ],
          "page_number": 18
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Europe holding the bar, yet differently across countries'.",
              "confidence": 78
            }
          ],
          "page_number": 19
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'China experiencing substantial pressure' delivers verdict.",
              "confidence": 80
            },
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "Loaded phrasing 'turbulent waters' and 'highly complex'.",
              "confidence": 55
            }
          ],
          "page_number": 20
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Japan as growth driver led by touristic inflows'.",
              "confidence": 80
            }
          ],
          "page_number": 21
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Touristic flows as key engine of personal luxury in 2024'.",
              "confidence": 80
            }
          ],
          "page_number": 22
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title compares outlet/full-price/online/multi-brand performance.",
              "confidence": 82
            },
            {
              "id": 96,
              "slug": "the-turn",
              "layer": "Loop",
              "evidence": "Pivot from regional view to channel/category view.",
              "confidence": 65
            }
          ],
          "page_number": 23
        },
        {
          "tools": [
            {
              "id": 67,
              "slug": "curiosity-gap",
              "layer": "Block",
              "evidence": "Callout poses open question 'How to bring traffic back to store again?'",
              "confidence": 80
            },
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "Verb 'plummeting' dramatizes the decline.",
              "confidence": 60
            }
          ],
          "page_number": 24
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Online normalizing... key challenges on value proposition'.",
              "confidence": 75
            }
          ],
          "page_number": 25
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title categorizes winners (beauty, eyewear) vs losers (accessories, watches).",
              "confidence": 78
            }
          ],
          "page_number": 26
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Volumes continue curbing in light of sustained price/mix elevation'.",
              "confidence": 80
            },
            {
              "id": 79,
              "slug": "tension-management",
              "layer": "Loop",
              "evidence": "Begins agitation crescendo: volumes -> 50M lost -> Gen Z pull-back -> advocacy drop.",
              "confidence": 70
            }
          ],
          "page_number": 27
        },
        {
          "tools": [
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Pink '~50M lost customers' banner pops against the muted pyramids.",
              "confidence": 88
            },
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Four pyramid evolutions show structural shift visually.",
              "confidence": 80
            },
            {
              "id": 122,
              "slug": "story-moments",
              "layer": "Slide",
              "evidence": "Designed as 'The Shock' beat - first decline in history.",
              "confidence": 78
            },
            {
              "id": 68,
              "slug": "loss-aversion",
              "layer": "Block",
              "evidence": "Frames stakes as '50M lost customers' to trigger loss aversion.",
              "confidence": 80
            }
          ],
          "page_number": 28
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Younger generations pulling back spending on luxury'.",
              "confidence": 78
            }
          ],
          "page_number": 29
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Customer advocacy dropping below prepandemic levels'.",
              "confidence": 85
            },
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "Callout 'win back consumer hearts' uses emotional language.",
              "confidence": 70
            }
          ],
          "page_number": 30
        },
        {
          "tools": [
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "Metaphor 'customer lens' frames the strategic approach.",
              "confidence": 78
            },
            {
              "id": 16,
              "slug": "three-pillars",
              "layer": "Block",
              "evidence": "Three rails: 4.0 Customer Intelligence, Real-time NPS, Modular Personalization.",
              "confidence": 80
            },
            {
              "id": 96,
              "slug": "the-turn",
              "layer": "Loop",
              "evidence": "Marks pivot from problem (advocacy dropping) to solution framing.",
              "confidence": 82
            }
          ],
          "page_number": 31
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'rediscover the true luxury equation, finding the perfect blend'.",
              "confidence": 82
            },
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "'Equation' and 'ingredients' metaphors plus three-circle Venn.",
              "confidence": 80
            },
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Timeline with shrinking innovation triangle visually argues elevation fatigue.",
              "confidence": 75
            }
          ],
          "page_number": 32
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Complex luxury competitive arena, with pressures from multiple directions'.",
              "confidence": 78
            }
          ],
          "page_number": 33
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Skyrocketing polarization in 2024E comparable only to last major crisis levels'.",
              "confidence": 86
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Custom split-bar visualization with overlay line showing winners vs losers across eras.",
              "confidence": 82
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Pink 30/35% winners stat highlighted vs all prior eras.",
              "confidence": 80
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Red positive vs purple negative CAGR with named eras.",
              "confidence": 75
            }
          ],
          "page_number": 34
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states margin pressure verdict and outlook.",
              "confidence": 78
            }
          ],
          "page_number": 35
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'need to focus on supply chain excellence and resilience'.",
              "confidence": 78
            }
          ],
          "page_number": 36
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Brands to tackle performance improvement challenges'.",
              "confidence": 84
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Cost items > Relevance bars > Levers > Impact arranged left-to-right.",
              "confidence": 78
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Right column annotates '~>5pp EBITDA uplift, 30% in first 12 months'.",
              "confidence": 80
            }
          ],
          "page_number": 37
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Technology enhancing further (and enlarging) its role'.",
              "confidence": 80
            },
            {
              "id": 99,
              "slug": "foreshadowing",
              "layer": "Loop",
              "evidence": "Plants GenAI and tech levers that the CEO agenda will pick up on p43.",
              "confidence": 60
            }
          ],
          "page_number": 38
        },
        {
          "tools": [
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "Metaphor 'marketing flywheel' frames brand mechanics.",
              "confidence": 70
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Callout '2/3x above its reach' annotates ROI driver insight.",
              "confidence": 75
            }
          ],
          "page_number": 39
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Decarbonization is a business imperative... costs but, also, opportunities'.",
              "confidence": 80
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Costs vs opportunities pairing structures the slide.",
              "confidence": 65
            }
          ],
          "page_number": 40
        },
        {
          "tools": [
            {
              "id": 56,
              "slug": "anchoring-bias",
              "layer": "Block",
              "evidence": "Anchors audience on 2-2.5T 2030 prize, '3-4x vs 2010'.",
              "confidence": 82
            },
            {
              "id": 122,
              "slug": "story-moments",
              "layer": "Slide",
              "evidence": "Designed as 'The Vision' beat after the agitation arc.",
              "confidence": 70
            }
          ],
          "page_number": 41
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Players need to deliberately navigate trade-offs'.",
              "confidence": 82
            },
            {
              "id": 87,
              "slug": "parallel-structure",
              "layer": "Loop",
              "evidence": "Seven parallel slider rows pair opposing pulls (Desire-Love etc.).",
              "confidence": 88
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Slide",
              "evidence": "Each row is an explicit contrast pair (Exclusivity-Inclusivity, Icons-Innovation).",
              "confidence": 90
            }
          ],
          "page_number": 42
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Good times for a change' restates governing thought.",
              "confidence": 88
            },
            {
              "id": 98,
              "slug": "callback",
              "layer": "Loop",
              "evidence": "Echoes deck title from p1 - payoff loop closure.",
              "confidence": 88
            },
            {
              "id": 124,
              "slug": "closing-techniques",
              "layer": "Slide",
              "evidence": "Vision + clear four-pillar CTA: Refocus, Foster, Favor, Deliver.",
              "confidence": 82
            },
            {
              "id": 87,
              "slug": "parallel-structure",
              "layer": "Slide",
              "evidence": "Four verbs in parallel: Refocus on basics, Foster relationships, Favor reach, Deliver flawlessly.",
              "confidence": 85
            },
            {
              "id": 17,
              "slug": "governing-thought",
              "layer": "Block",
              "evidence": "Closes by restating the unifying idea announced on the cover.",
              "confidence": 80
            },
            {
              "id": 70,
              "slug": "storytelling-effect",
              "layer": "Block",
              "evidence": "Wraps the macro narrative with vision statement and CEO agenda.",
              "confidence": 70
            }
          ],
          "page_number": 43
        }
      ],
      "slides_seen": 49,
      "deck_summary": "A textbook Bain Consultant's Gambit: tightly executed SCQA across 49 pages with strong action titles, a distinctive 'Today vs Yet' pivot at p16 and a callback closing on p43. Aligns very well with Storymakers - only minor gaps are the lack of explicit syllogistic chains and the dense data-heavy middle act where so-what scaffolding is implicit rather than enumerated.",
      "secondary_arcs": [
        {
          "id": 11,
          "slug": "triple-take",
          "beats": [
            {
              "name": "The Facts (What)",
              "end_page": 15,
              "evidence": "Market sizing, segment growth, regional splits, 2025 forecast.",
              "position": 1,
              "start_page": 3
            },
            {
              "name": "The Implications (So What)",
              "end_page": 36,
              "evidence": "Today/Yet warnings, customer crisis, profitability pressure.",
              "position": 2,
              "start_page": 16
            },
            {
              "name": "The Action (Now What)",
              "end_page": 43,
              "evidence": "Performance levers, trade-offs, CEO agenda.",
              "position": 3,
              "start_page": 37
            }
          ],
          "evidence": "Macro pattern: Facts (markets data p3-15) -> Implications (so-what warnings p16-30) -> Action (CEO agenda p42-43).",
          "confidence": 60
        }
      ],
      "images_inspected": 9,
      "slide_frameworks": [
        {
          "frameworks": [
            {
              "name": "Waterfall Chart",
              "slug": "waterfall-chart",
              "evidence": "Sequential bars summing segments to 1,478B total.",
              "confidence": 90
            }
          ],
          "page_number": 3
        },
        {
          "frameworks": [
            {
              "name": "Scenario Planning",
              "slug": "scenario-planning",
              "evidence": "Three labelled scenarios (Better/Realistic/Slowdown) with probabilities.",
              "confidence": 88
            }
          ],
          "page_number": 14
        },
        {
          "frameworks": [
            {
              "name": "Today vs Yet (Bain)",
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      "scqa_arc": "Situation dominates slides 3-15, complication emerges at slide 16, but the question/answer arc is diffuse — recommendations are scattered across slides 30, 31, 32, 37, 38, 43 instead of converging.",
      "action_titles": "Very high action-title density — most slides carry insight-bearing sentences, e.g. slide 12 'Personal luxury goods: first slowdown in 15 years (excl. Covid), after the Great Recession' rather than topic labels.",
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      "visual_storytelling": "Strong chart-type variety (waterfalls, Marimekko S36, MACC curve S40, pyramids S28, sliders S42), but ~10 slides are flagged 'overcrowded' (S9, 20, 23, 25, 28, 34, 35, 36, 39, 40)."
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      "Insert a true executive-summary slide at p.3 that states the thesis, the three headline numbers, and the three recommendations in one frame — move the p.15 'at a glance' content forward and add a recommendation column",
      "Use the 3C pillar from p.16 as explicit section dividers (Creativity / Customer / Coherence) and retitle every slide in the back half to map to one pillar, making the MECE visible",
      "Replace p.43 'Good times for a change' with a numbered next-steps slide — three concrete moves per pillar, each with a metric to track — and let the tagline live on the cover only",
      "Tighten topic-label titles (p.4, p.14, p.31) into declarative action titles, e.g., p.14 'Expect ~€375B in 2025 as China recovers in H2 and Western markets carry H1'"
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      "Closing is weak: p.43 is a tagline, not a recommendation; no prioritized actions, no ownership, no timeline, then straight into Thank You and bios (p.44-46)",
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      "to": 43,
      "label": "Tradeoff Triangle",
      "description": "Force explicit trade-off choices and crystallize CEO agenda"
    }
  ]
}