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              "confidence": 85
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Inline call-out '67% or 606m by 2030' annotates the bars",
              "confidence": 80
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Purple highlights APAC/Africa/LATAM rows; gray for Europe/NA",
              "confidence": 70
            }
          ],
          "page_number": 7
        },
        {
          "tools": [
            {
              "id": 152,
              "slug": "unexpected-pattern",
              "layer": "Slide",
              "evidence": "Title literally reads 'Talent pools are rising in unexpected places'",
              "confidence": 85
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states the surprising finding",
              "confidence": 80
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "'India accounts for almost half of the world's GCCs'",
              "confidence": 70
            }
          ],
          "page_number": 8
        },
        {
          "tools": [
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Combo bar+dot chart compares labor force size and skilled-worker density",
              "confidence": 85
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Same dual-encoding repeated across 19 countries for comparison",
              "confidence": 75
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Each bar labelled with absolute totals (785, 570, 152, etc.)",
              "confidence": 85
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Side text states 'redefine talent supply to unlock abundant talent potential'",
              "confidence": 70
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Purple = 2030, light purple = 2021 to show forward shift",
              "confidence": 70
            }
          ],
          "page_number": 9
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Competing for highly skilled talent pools is strategically important - but difficult' states the tension",
              "confidence": 80
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Loop 2 first page; sets up 'important but difficult' contrast that p14 resolves",
              "confidence": 70
            },
            {
              "id": 67,
              "slug": "curiosity-gap",
              "layer": "Block",
              "evidence": "Header 'Key challenges' opens an unresolved gap the section will close",
              "confidence": 65
            }
          ],
          "page_number": 10
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Intensifying competition from domestic players' states the so-what",
              "confidence": 90
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Stacked bars 2012 vs 2021 with growth multiples annotated",
              "confidence": 80
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Bright purple '1.9x' bubble pops out against the gray-purple bars",
              "confidence": 80
            },
            {
              "id": 23,
              "slug": "expert-witness",
              "layer": "Loop",
              "evidence": "Pull-quote from HR Director (Brazil), American Healthcare Company validates the claim",
              "confidence": 80
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Bars annotated with 2.4x and 1.5x growth multiples",
              "confidence": 75
            }
          ],
          "page_number": 11
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Local businesses are also the majority employer today' states the finding",
              "confidence": 80
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Percent visualisation supports 70% claim",
              "confidence": 65
            }
          ],
          "page_number": 12
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Intensifying demands from highly skilled workers' states the trend",
              "confidence": 80
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "40% statistic foregrounded in callout",
              "confidence": 65
            }
          ],
          "page_number": 13
        },
        {
          "tools": [
            {
              "id": 96,
              "slug": "the-turn",
              "layer": "Loop",
              "evidence": "Title 'struggled to keep up, BUT an abundance of talent awaits' is the pivot",
              "confidence": 90
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title spells out the reveal of preference shift",
              "confidence": 85
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Sankey-style flow chart shows current vs preferred employer migration",
              "confidence": 75
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Large 30%/70% and 56%/44% labels on the flow ribbons",
              "confidence": 75
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Slide",
              "evidence": "Local company vs Multinational company shown as opposing ribbons",
              "confidence": 80
            }
          ],
          "page_number": 14
        },
        {
          "tools": [
            {
              "id": 16,
              "slug": "three-pillars",
              "layer": "Block",
              "evidence": "Three numbered cards 01 Rescale and reallocate / 02 Get in early / 03 Re-task work",
              "confidence": 95
            },
            {
              "id": 34,
              "slug": "the-rule-of-three",
              "layer": "Block",
              "evidence": "Three parallel levers presented as a triad",
              "confidence": 90
            },
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "'Talent Reinvention journey' frames strategy as a journey",
              "confidence": 70
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Launch your Talent Reinvention journey' is the call to act",
              "confidence": 85
            },
            {
              "id": 92,
              "slug": "tricolon",
              "layer": "Loop",
              "evidence": "Three parallel lever names of similar length",
              "confidence": 70
            }
          ],
          "page_number": 15
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Take specialized work to new places with abundant talent pools' states the recommendation",
              "confidence": 85
            },
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "Frames democratization of talent as opportunity",
              "confidence": 50
            }
          ],
          "page_number": 17
        },
        {
          "tools": [
            {
              "id": 34,
              "slug": "segmentation-split",
              "layer": "Loop",
              "evidence": "61% 'feel underqualified' segments why workers don't apply, splitting the talent pool by perception",
              "confidence": 75
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'There are qualified talent pools that multinational companies have yet to discover'",
              "confidence": 80
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specific '6 in 10' statistic anchors the gap",
              "confidence": 70
            }
          ],
          "page_number": 18
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Slide IS the recommendation: 'Companies should increase the agility of their future talent supply'",
              "confidence": 90
            },
            {
              "id": 153,
              "slug": "core-message-extraction",
              "layer": "Slide",
              "evidence": "Single-sentence distillation of Lever 1's mandate",
              "confidence": 75
            }
          ],
          "page_number": 19
        },
        {
          "tools": [
            {
              "id": 157,
              "slug": "sinatra-test",
              "layer": "Slide",
              "evidence": "Single flagship case 'non-metro India / 4,500' to prove the lever works anywhere",
              "confidence": 70
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specific numbers '25%', '4,500' make the precedent tangible",
              "confidence": 80
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Taking jobs to non-metro residents in India' frames the case study",
              "confidence": 70
            }
          ],
          "page_number": 20
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Grow your strategic presence in tomorrow's knowledge clusters' states the recommendation",
              "confidence": 85
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "'Vietnam ... 9.7% CAGR' and '34.5% increase in CO2' grounds claim",
              "confidence": 75
            },
            {
              "id": 73,
              "slug": "deductive-reasoning",
              "layer": "Loop",
              "evidence": "Loop 4 first page; growth premise -> emissions premise -> opportunity conclusion",
              "confidence": 55
            }
          ],
          "page_number": 22
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'workers favor companies that balance business priorities and sustainability'",
              "confidence": 80
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "70% callout headlines the data",
              "confidence": 60
            }
          ],
          "page_number": 23
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Multinational companies can magnify their local appeal to attract talent' states the so-what",
              "confidence": 80
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "87% statistic anchors the call to amplify local appeal",
              "confidence": 60
            }
          ],
          "page_number": 24
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Slide IS the recommendation: 'Companies should not wait to shift their talent portfolio'",
              "confidence": 90
            },
            {
              "id": 153,
              "slug": "core-message-extraction",
              "layer": "Slide",
              "evidence": "Single-sentence distillation of Lever 2's mandate",
              "confidence": 75
            },
            {
              "id": 65,
              "slug": "scarcity",
              "layer": "Block",
              "evidence": "'Should not wait' frames timing as scarce - act now",
              "confidence": 65
            }
          ],
          "page_number": 25
        },
        {
          "tools": [
            {
              "id": 157,
              "slug": "sinatra-test",
              "layer": "Slide",
              "evidence": "Ericsson Thailand 5G '2,000' is the flagship case for Lever 2",
              "confidence": 75
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specific 'Thailand 4.0', 5G adoption, 2,000 employees",
              "confidence": 75
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Enabling 5G adoption to create local impact'",
              "confidence": 70
            }
          ],
          "page_number": 26
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Reduce routine tasks to make more room for human ingenuity' states recommendation",
              "confidence": 85
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "'$1.3 trillion' and '40% of working hours' anchor the abstract claim",
              "confidence": 80
            },
            {
              "id": 73,
              "slug": "deductive-reasoning",
              "layer": "Loop",
              "evidence": "Loop 5 first page - GenAI premise leads to free-up-humans recommendation",
              "confidence": 55
            }
          ],
          "page_number": 28
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Jobs that require highly skilled workers to manifest creativity are most engaging' is the insight",
              "confidence": 85
            },
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "Hero image of engaged team + 'two-fold uplift in job satisfaction' frames human meaning",
              "confidence": 60
            }
          ],
          "page_number": 29
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title sentence is itself the claim: 'more cognitive dimensions ... higher satisfaction'",
              "confidence": 80
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "87% statistic foregrounded",
              "confidence": 60
            }
          ],
          "page_number": 30
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Slide IS the recommendation: 'get highly skilled workers to redesign jobs starting with tasks'",
              "confidence": 90
            },
            {
              "id": 153,
              "slug": "core-message-extraction",
              "layer": "Slide",
              "evidence": "Lever 3 distilled to one sentence",
              "confidence": 75
            },
            {
              "id": 171,
              "slug": "ikea-effect",
              "layer": "Slide",
              "evidence": "Argues workers value jobs more when they help redesign them",
              "confidence": 65
            }
          ],
          "page_number": 31
        },
        {
          "tools": [
            {
              "id": 157,
              "slug": "sinatra-test",
              "layer": "Slide",
              "evidence": "Accenture's own 'Echo' '6,000+ employees' is flagship case for Lever 3",
              "confidence": 75
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "'over 6,000 employees ... 70% new project assignments'",
              "confidence": 80
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Encouraging a harmony of career experiences'",
              "confidence": 70
            }
          ],
          "page_number": 32
        },
        {
          "tools": [
            {
              "id": 16,
              "slug": "three-pillars",
              "layer": "Block",
              "evidence": "Three card layout 'To rescale and reallocate / To get in early / To re-task work'",
              "confidence": 90
            },
            {
              "id": 98,
              "slug": "callback",
              "layer": "Loop",
              "evidence": "Echoes the three levers introduced on p15 for satisfying close",
              "confidence": 90
            },
            {
              "id": 67,
              "slug": "curiosity-gap",
              "layer": "Block",
              "evidence": "Each pillar poses 'How will you ...' open questions",
              "confidence": 75
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Unlocking future growth with a highly skilled talent supply'",
              "confidence": 80
            }
          ],
          "page_number": 33
        },
        {
          "tools": [
            {
              "id": 124,
              "slug": "closing-techniques",
              "layer": "Slide",
              "evidence": "'Closing thoughts' issues challenge questions for executives",
              "confidence": 85
            },
            {
              "id": 67,
              "slug": "curiosity-gap",
              "layer": "Block",
              "evidence": "Three reflection questions left open for the reader",
              "confidence": 75
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Frames as 'three questions for immediate contemplation'",
              "confidence": 65
            }
          ],
          "page_number": 34
        },
        {
          "tools": [
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "'29,911 highly skilled workers surveyed' methodology disclosure builds trust",
              "confidence": 75
            }
          ],
          "page_number": 38
        }
      ],
      "slides_seen": 41,
      "deck_summary": "Textbook Consultant's Gambit: clean SCQA flow from talent-abundance data through the MNC competition paradox into Accenture's three-lever 'Talent Reinvention' framework, each lever proven with a flagship case study. Strong action titles and three-pillars structure, but Storymakers-style emotional reveal moments are mostly limited to p14's pivot.",
      "secondary_arcs": [
        {
          "id": 11,
          "slug": "triple-take",
          "beats": [
            {
              "name": "The Facts (What)",
              "end_page": 9,
              "evidence": "Talent distribution data, Figures 1-2",
              "position": 1,
              "start_page": 5
            },
            {
              "name": "The Implications (So What)",
              "end_page": 14,
              "evidence": "Competition rising, workers want to switch to MNCs",
              "position": 2,
              "start_page": 10
            },
            {
              "name": "The Action (Now What)",
              "end_page": 34,
              "evidence": "Three levers, case studies, closing questions",
              "position": 3,
              "start_page": 15
            }
          ],
          "evidence": "Whole deck cleanly splits Facts (p5-9) -> Implications (p10-14) -> Action (p15-34); each lever also repeats the pattern.",
          "confidence": 65
        }
      ],
      "images_inspected": 8,
      "slide_frameworks": [
        {
          "frameworks": [
            {
              "name": "Talent Reinvention (3 Levers)",
              "slug": "talent-reinvention-3-levers",
              "evidence": "Three labelled cards: Rescale and reallocate / Get in early / Re-task work",
              "confidence": 90
            }
          ],
          "page_number": 4
        },
        {
          "frameworks": [
            {
              "name": "Talent Reinvention (3 Levers)",
              "slug": "talent-reinvention-3-levers",
              "evidence": "Title 'Launch your Talent Reinvention journey' + 01/02/03 numbered levers",
              "confidence": 95
            }
          ],
          "page_number": 15
        },
        {
          "frameworks": [
            {
              "name": "Talent Reinvention (3 Levers)",
              "slug": "talent-reinvention-3-levers",
              "evidence": "Three pillars restated as 'To rescale and reallocate / To get in early / To re-task work'",
              "confidence": 90
            }
          ],
          "page_number": 33
        }
      ]
    },
    "matchedAt": "2026-04-26 00:24:23+00",
    "slidesSeen": 41,
    "deckSummary": "Textbook Consultant's Gambit: clean SCQA flow from talent-abundance data through the MNC competition paradox into Accenture's three-lever 'Talent Reinvention' framework, each lever proven with a flagship case study. Strong action titles and three-pillars structure, but Storymakers-style emotional reveal moments are mostly limited to p14's pivot.",
    "imagesInspected": 8,
    "extractionSeconds": 375.0948
  },
  "score": {
    "backend": null,
    "scoredAt": "2026-04-24 09:23:24+00",
    "subScores": {
      "mece_pillars": 80.7,
      "scqa_opening": 100,
      "slide_type_mix": 65.7560975609756,
      "lead_with_answer": 100,
      "narrative_pacing": 81.70731707317073,
      "action_title_density": 85.71428571428571
    },
    "totalScore": 86.6,
    "coveragePct": 100,
    "explanations": {
      "mece_pillars": "3 pillars, balance=0.52",
      "scqa_opening": "first-third narrative: SCAC",
      "slide_type_mix": "N5% · S59% · W15% · W22%",
      "lead_with_answer": "executive_summary on page 4",
      "narrative_pacing": "12% filler/appendix, middle density 79%",
      "action_title_density": "24/35 substantive slides have action titles (69%)"
    },
    "slidesAnalyzed": 41
  },
  "review": {
    "backend": null,
    "verdict": "Solid thought-leadership deck with a clean three-pillar MECE spine and strong number-bearing action titles, but it ends on reflective questions instead of a concrete call to action - use it as an exemplar of SCQA setup and pillar structure, not of closing.",
    "reviewedAt": "2026-04-24 10:54:15+00",
    "slidesSeen": 41,
    "suggestions": [
      "Rewrite the close (p.33-34): replace the reflective questions with a concrete next-step slide - what a 'Talent Reinvention diagnostic' looks like, who to contact, typical engagement shape - so the resolution matches the strength of the build-up",
      "Fix the three title=callout slides (p.19, p.25, p.31) by either adding the supporting evidence that earns the imperative, or cutting them and merging the point into the adjacent recommendation slide",
      "Renumber the middle section divider (p.21) to '02 Get in early' so the three pillars read as a clean MECE set across p.16/p.21/p.27"
    ],
    "closingScore": 60,
    "openingScore": 74,
    "topStrengths": [
      "MECE three-pillar recommendation structure (p.16 Rescale, p.21 Get in early, p.27 Re-task) with a case study anchoring each pillar (p.20 India non-metro, p.26 Ericsson Thailand, p.32 Echo)",
      "Action titles carry specific numbers into the headline (p.7 '67%...606m by 2030', p.11 '2.4x domestic capture', p.22 '9.7% CAGR Vietnam')",
      "Strong SCQA setup: p.2 states the thesis, p.5-9 sizes the pool, p.10-14 introduces the 'but it's hard' complication before the recommendation arc begins p.15"
    ],
    "topWeaknesses": [
      "Ending is soft - p.33 'Unlocking future growth' poses questions and p.34 'Closing thoughts' offers 'three questions for immediate contemplation' instead of a concrete CTA or engagement offer",
      "Three 'recommendation' slides (p.19, p.25, p.31) where the action title IS the callout verbatim ('Companies should increase the agility...', 'Companies should not wait...', 'Companies should get their highly skilled workers...') - reads like a placeholder, not a finished slide",
      "Section-divider numbering is inconsistent: '01 Rescale and reallocate' -> 'Get in early' (no '02') -> '03 Re-task work', weakening the MECE signal on a deck whose whole spine is the three-pillar framework",
      "p.10 'Key challenges' is a topic label in a deck otherwise full of declarative action titles"
    ],
    "narrativeScore": 75,
    "pillarCritique": "Three numbered section dividers (p.16 '01 Rescale and reallocate', p.27 '03 Re-task work') frame MECE pillars around talent reinvention, but p.21 breaks the pattern by dropping the '02' prefix on 'Get in early' - a formatting slip that undermines the MECE signal.",
    "closingCritique": "p.33-34 end on 'consider these questions' and 'three questions for immediate contemplation' - reflective rather than a call to action. No explicit next-step slide (contact, workshop, diagnostic offer) before the appendix dump p.35-41.",
    "openingCritique": "Thesis lands on p.2 ('shift from short-term scarcity to long-term abundance') and exec summary p.4 leads with a hard stat (56% prefer multinationals), so the answer arrives fast. No sharper hook or provocation on the cover itself, and p.3 TOC breaks momentum between thesis and evidence.",
    "extractionSeconds": 75.80756,
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          "priority": "Core",
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        {
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          "evidence": "The slide has a clear action title: 'Companies should get their highly skilled workers to help them redesign jobs, starting with tasks.'",
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          "extraction": {
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            "version": 1,
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