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          "objective": "Compare US slowdown vs European spending mix",
          "confidence": 74,
          "start_page": 31
        },
        {
          "id": 2,
          "slug": "02-pattern-hunter",
          "end_page": 37,
          "evidence": "Employment growth, tightness, real wages all decelerating.",
          "position": 7,
          "objective": "Pattern of softening labor markets",
          "confidence": 75,
          "start_page": 35
        },
        {
          "id": 2,
          "slug": "02-pattern-hunter",
          "end_page": 43,
          "evidence": "CPI table -> US expectations surge -> country trend -> driver heatmap -> pass-through heatmap.",
          "position": 8,
          "objective": "Pattern of moderating-but-sticky inflation",
          "confidence": 76,
          "start_page": 39
        },
        {
          "id": 2,
          "slug": "02-pattern-hunter",
          "end_page": 48,
          "evidence": "Confidence + capex intentions + orders + financing conditions.",
          "position": 9,
          "objective": "Pattern of cautious business investment",
          "confidence": 72,
          "start_page": 45
        },
        {
          "id": 27,
          "slug": "27-cost-of-inaction",
          "end_page": 52,
          "evidence": "Waterfall of +13pp now / +14pp announced, then uncertainty index, then trade-deficit consequence.",
          "position": 10,
          "objective": "Quantify accumulating tariff burden",
          "confidence": 80,
          "start_page": 50
        },
        {
          "id": 2,
          "slug": "02-pattern-hunter",
          "end_page": 55,
          "evidence": "Pressure index normal but port-level activity diverging.",
          "position": 11,
          "objective": "Pattern of supply-chain pressure shifts",
          "confidence": 65,
          "start_page": 54
        },
        {
          "id": 2,
          "slug": "02-pattern-hunter",
          "end_page": 58,
          "evidence": "Oil decline + European gas easing under similar drivers.",
          "position": 12,
          "objective": "Energy price softening across oil & gas",
          "confidence": 68,
          "start_page": 57
        },
        {
          "id": 2,
          "slug": "02-pattern-hunter",
          "end_page": 61,
          "evidence": "Central-bank cuts then bond yields and USD depreciation.",
          "position": 13,
          "objective": "Pattern of monetary easing and FX response",
          "confidence": 70,
          "start_page": 60
        }
      ],
      "slide_tools": [
        {
          "tools": [
            {
              "id": 3,
              "slug": "pyramid-principle",
              "layer": "Block",
              "evidence": "Top-down: global themes -> regional highlights -> key considerations rows.",
              "confidence": 82
            },
            {
              "id": 16,
              "slug": "three-pillars",
              "layer": "Block",
              "evidence": "Regional row split into Americas / Europe & MEA / Asia-Pacific columns.",
              "confidence": 80
            },
            {
              "id": 2,
              "slug": "mece-principle",
              "layer": "Block",
              "evidence": "Three regions cover the world without overlap.",
              "confidence": 75
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Bolded global-themes headline 'muddle through elevated tariff uncertainty'.",
              "confidence": 85
            },
            {
              "id": 119,
              "slug": "so-what-test",
              "layer": "Slide",
              "evidence": "'Key considerations and priorities for clients' row makes the so-what explicit.",
              "confidence": 80
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Purple-band labels group themes/regions/considerations into a 3-tier grid.",
              "confidence": 75
            }
          ],
          "page_number": 4
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states the insight: 'employment resilient, manufacturing and spending subdued'.",
              "confidence": 88
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Red-yellow-green diverging palette for each metric column.",
              "confidence": 90
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Same monthly grid repeated across Services, Manufacturing, Spending, Employment, CPI.",
              "confidence": 85
            },
            {
              "id": 131,
              "slug": "gestalt-principles",
              "layer": "Slide",
              "evidence": "Region brackets group countries into Americas/Europe/MEA/APAC.",
              "confidence": 78
            },
            {
              "id": 139,
              "slug": "pre-attentive-attributes",
              "layer": "Slide",
              "evidence": "Color saturation pre-attentively flags weak vs strong cells.",
              "confidence": 82
            }
          ],
          "page_number": 5
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title names US and China as the concentrated source of slowdown.",
              "confidence": 88
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Red dashed boxes around China and US bars stand out vs muted others.",
              "confidence": 85
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Purple Q1-2025 bars contrasted with grey prior-period bars.",
              "confidence": 82
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Each bar carries its % value label.",
              "confidence": 80
            }
          ],
          "page_number": 6
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title forecasts further moderation from sentiment hit.",
              "confidence": 85
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Net-positive vs net-negative sentiment paired in callout.",
              "confidence": 70
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Callout labels positive / negative sentiment legend.",
              "confidence": 75
            }
          ],
          "page_number": 7
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states the base case: tariff-driven slowdown + above-target inflation.",
              "confidence": 86
            },
            {
              "id": 2,
              "slug": "mece-principle",
              "layer": "Block",
              "evidence": "Three columns Recent Datapoints / Base Case / What to Watch are MECE.",
              "confidence": 78
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Country flags + regional groupings on the left axis.",
              "confidence": 75
            },
            {
              "id": 161,
              "slug": "law-of-similarity",
              "layer": "Slide",
              "evidence": "Repeated row styling makes US / Canada / Brazil read as parallel cases.",
              "confidence": 70
            }
          ],
          "page_number": 8
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title contrasts China deceleration with Japan recovery and India outperformance.",
              "confidence": 84
            },
            {
              "id": 161,
              "slug": "law-of-similarity",
              "layer": "Slide",
              "evidence": "Rows mirror p.8 layout, signaling continuation.",
              "confidence": 70
            }
          ],
          "page_number": 9
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title declares US consumers under pressure.",
              "confidence": 88
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Dashed reference lines for 2015-2019 averages annotate the gap.",
              "confidence": 82
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Purple wage-growth line contrasted with grey job-growth line.",
              "confidence": 80
            },
            {
              "id": 119,
              "slug": "so-what-test",
              "layer": "Slide",
              "evidence": "Right-rail 'Implications for corporates' makes so-what explicit.",
              "confidence": 82
            }
          ],
          "page_number": 12
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title diagnoses 'anticipatory purchases ahead of tariffs'.",
              "confidence": 85
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Charts annotated with the autos surge.",
              "confidence": 78
            },
            {
              "id": 119,
              "slug": "so-what-test",
              "layer": "Slide",
              "evidence": "Callout spells out 'flip side will be weaker spending'.",
              "confidence": 75
            }
          ],
          "page_number": 13
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title flags pressure emerging on wealthier consumers.",
              "confidence": 90
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Bold purple $100K+ line vs muted lower-income lines.",
              "confidence": 85
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Inline callout labels what high-income spending did.",
              "confidence": 80
            },
            {
              "id": 119,
              "slug": "so-what-test",
              "layer": "Slide",
              "evidence": "Right-rail implications detail brand-loyalty consequence.",
              "confidence": 82
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Two parallel income-cohort line charts side-by-side.",
              "confidence": 75
            }
          ],
          "page_number": 14
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title quotes 'high tendency to walk away' and 'trading down'.",
              "confidence": 84
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "KPI dashboard tiles repeat layout per behavior.",
              "confidence": 80
            },
            {
              "id": 119,
              "slug": "so-what-test",
              "layer": "Slide",
              "evidence": "Callout drives to pricing pass-through implication.",
              "confidence": 78
            }
          ],
          "page_number": 15
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title summarises wide European variance + falling sentiment.",
              "confidence": 84
            },
            {
              "id": 119,
              "slug": "so-what-test",
              "layer": "Slide",
              "evidence": "Callout instructs firms to 'understand economic disparities'.",
              "confidence": 78
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Country labels with % deltas annotated.",
              "confidence": 70
            }
          ],
          "page_number": 17
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title quantifies willingness to substitute US products.",
              "confidence": 88
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Purple-shade ramp encodes 5/10/20% tariff scenarios.",
              "confidence": 82
            },
            {
              "id": 119,
              "slug": "so-what-test",
              "layer": "Slide",
              "evidence": "Right rail recommends repositioning 'Made in America'.",
              "confidence": 84
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Stacked-bar segments labelled 43.7% / 38.1% / 9.4% / 8.9%.",
              "confidence": 78
            }
          ],
          "page_number": 18
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title flags halted improvement in Chinese sentiment.",
              "confidence": 82
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Callout dates the export surge to April-2 announcement.",
              "confidence": 75
            }
          ],
          "page_number": 20
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title links sentiment weakness to retail-sales slowdown.",
              "confidence": 80
            },
            {
              "id": 119,
              "slug": "so-what-test",
              "layer": "Slide",
              "evidence": "Callout warns brands of share loss to value alternatives.",
              "confidence": 75
            }
          ],
          "page_number": 21
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title surfaces US manufacturing surprise + Germany/France services drag.",
              "confidence": 82
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Repeated mini-PMI panels per country.",
              "confidence": 80
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Callout '5 straight months in expansion'.",
              "confidence": 70
            }
          ],
          "page_number": 24
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title declares global manufacturing contraction in April.",
              "confidence": 82
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Callout flags weakened optimism for future output.",
              "confidence": 70
            }
          ],
          "page_number": 25
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title names Spain/Ireland leaders, France/UK laggards.",
              "confidence": 84
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Purple April bars vs grey prior-3-mo-avg bars.",
              "confidence": 78
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Reference line at 50 = expansion threshold.",
              "confidence": 70
            }
          ],
          "page_number": 26
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title singles out India strength vs China deceleration.",
              "confidence": 80
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Country panels repeated.",
              "confidence": 72
            }
          ],
          "page_number": 27
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title contrasts Singapore/Philippines growth with Indonesia decline.",
              "confidence": 78
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Same SE-Asia country grid layout.",
              "confidence": 72
            }
          ],
          "page_number": 28
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title names Saudi leader, Brazil decel, Mexico/Turkey contraction.",
              "confidence": 80
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Emerging-market country panels.",
              "confidence": 70
            }
          ],
          "page_number": 29
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title diagnoses fragile global spending, EU especially.",
              "confidence": 80
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Country bars labelled with %.",
              "confidence": 70
            }
          ],
          "page_number": 31
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'sentiment deteriorated drastically'.",
              "confidence": 80
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Time-series annotations on sentiment indicators.",
              "confidence": 70
            }
          ],
          "page_number": 32
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title summarises 'slowed across-the-board, except autos'.",
              "confidence": 86
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Red/yellow/green diverging cells encode latest monthly change.",
              "confidence": 90
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Same prior-6mo / latest pair repeated for US/UK/DE/FR.",
              "confidence": 82
            },
            {
              "id": 139,
              "slug": "pre-attentive-attributes",
              "layer": "Slide",
              "evidence": "Cell color flags weak rows pre-attentively.",
              "confidence": 80
            }
          ],
          "page_number": 33
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title flags slowing services + manufacturing contraction in employment.",
              "confidence": 78
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Country panels in dashboard.",
              "confidence": 70
            }
          ],
          "page_number": 35
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states tightness easing back to pre-pandemic norms.",
              "confidence": 80
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Country deltas labelled vs 2017-2019 average.",
              "confidence": 75
            }
          ],
          "page_number": 36
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title diagnoses real-wage recovery losing steam.",
              "confidence": 78
            }
          ],
          "page_number": 37
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title summarises moderation + UK uptick.",
              "confidence": 80
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Diverging palette in the inflation table.",
              "confidence": 78
            }
          ],
          "page_number": 39
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title contrasts surging consumer expectations with anchored corporate ones.",
              "confidence": 80
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Consumers vs companies inflation expectations paired.",
              "confidence": 70
            }
          ],
          "page_number": 40
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title names easing markets (US/EU/Korea) vs UK upward.",
              "confidence": 80
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Diverging color cells across countries.",
              "confidence": 78
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Country mini-panels.",
              "confidence": 72
            }
          ],
          "page_number": 41
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title identifies labor + purchased services as inflation drivers.",
              "confidence": 80
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Heat-coloured driver cells by sector.",
              "confidence": 75
            }
          ],
          "page_number": 42
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title contrasts UK pass-through difficulty with US/EA/China.",
              "confidence": 80
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Diverging color encoding for cost absorption.",
              "confidence": 75
            }
          ],
          "page_number": 43
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title splits India/Japan optimism vs US/UK/EU weakness.",
              "confidence": 78
            }
          ],
          "page_number": 45
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title flags large-corp caution + sharp small-business capex drop.",
              "confidence": 80
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Q4 2024 cliff annotated on the chart.",
              "confidence": 72
            }
          ],
          "page_number": 46
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title highlights resilient core capital-goods orders + tech demand.",
              "confidence": 78
            }
          ],
          "page_number": 47
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title links Fed cuts to declining net-interest burden.",
              "confidence": 78
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "'Tighter credit standards' callout overlaid.",
              "confidence": 70
            }
          ],
          "page_number": 48
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title quantifies the +13pp now and +14pp on the horizon.",
              "confidence": 92
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Each waterfall step labelled with its pp contribution.",
              "confidence": 88
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Purple = in-effect drivers; grey = announced/future drivers.",
              "confidence": 85
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Final ending-rate bar (30.14) tall purple anchors the eye.",
              "confidence": 80
            },
            {
              "id": 93,
              "slug": "build-up-gradatio",
              "layer": "Loop",
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      "Reorganize the chart pack around decisions (e.g., 'Where to pass through cost', 'Where to reshore', 'Where demand is softening') rather than around macro variables — keep current slides but re-title the dividers"
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