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              "id": 161,
              "slug": "law-of-similarity",
              "layer": "Slide",
              "evidence": "Two parallel option panels",
              "confidence": 65
            }
          ],
          "page_number": 13
        },
        {
          "tools": [
            {
              "id": 198,
              "slug": "law-of-continuity",
              "layer": "Slide",
              "evidence": "Snaking S-curve line links Phase 1 -> 2 -> 3 module boxes",
              "confidence": 85
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Phase headers > module boxes > supporting copy",
              "confidence": 70
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Orientation and Career Guidance modules highlighted orange vs green",
              "confidence": 75
            }
          ],
          "page_number": 14
        },
        {
          "tools": [
            {
              "id": 198,
              "slug": "law-of-continuity",
              "layer": "Slide",
              "evidence": "Connected sequential journey diagram",
              "confidence": 75
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          ],
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        },
        {
          "tools": [
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "Cycle metaphor for learning: Learn -> Practice -> Apply -> Iterate",
              "confidence": 80
            },
            {
              "id": 131,
              "slug": "gestalt-principles",
              "layer": "Slide",
              "evidence": "Donut diagram uses closure + proximity to group quadrants",
              "confidence": 80
            },
            {
              "id": 199,
              "slug": "law-of-closure",
              "layer": "Slide",
              "evidence": "4 arc segments form a closed ring",
              "confidence": 75
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Quadrant labels > inner sub-labels > outer bullets",
              "confidence": 65
            }
          ],
          "page_number": 16
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Callout: 'Build expertise and confidence in using Gen AI and data analytics tools through hands-on learning'",
              "confidence": 75
            }
          ],
          "page_number": 17
        },
        {
          "tools": [
            {
              "id": 224,
              "slug": "singularity-effect",
              "layer": "Slide",
              "evidence": "Headline names a specific number: 245 hrs",
              "confidence": 75
            },
            {
              "id": 116,
              "slug": "chunking",
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              "evidence": "Total time broken into discrete module chunks",
              "confidence": 80
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            {
              "id": 132,
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              "evidence": "Phases > modules > durations",
              "confidence": 65
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          "tools": [
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              "evidence": "Module breakdown laid out in tabular grid",
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              "evidence": "Long curriculum chunked into bite-sized topic boxes",
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              "id": 142,
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          "tools": [
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              "evidence": "Functional Analyst module grid",
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              "evidence": "Headline names 107 hrs for full-time journey",
              "confidence": 75
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              "evidence": "Continuous journey path connecting modules",
              "confidence": 70
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          "tools": [
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              "evidence": "Full-time DA module grid",
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          "tools": [
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              "id": 142,
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              "evidence": "Full-time DA Mod 2-3 grid",
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        {
          "tools": [
            {
              "id": 121,
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              "evidence": "Callout pitches capstone via 'actual business data from leading companies'",
              "confidence": 60
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            {
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              "evidence": "Capstone framed as real-world business jobs to be done",
              "confidence": 60
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              "evidence": "Four parallel project columns with identical row schema",
              "confidence": 80
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            {
              "id": 133,
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              "evidence": "Four iconographically labelled project archetypes side-by-side",
              "confidence": 75
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              "id": 142,
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              "layer": "Slide",
              "evidence": "Strict 4-col x 5-row capstone matrix",
              "confidence": 80
            },
            {
              "id": 116,
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              "layer": "Loop",
              "evidence": "Project scope chunked into Q/analyses/deliverables/tools/impact",
              "confidence": 70
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        {
          "tools": [
            {
              "id": 142,
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              "evidence": "Eligibility criteria laid in grid",
              "confidence": 65
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          ],
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        },
        {
          "tools": [
            {
              "id": 213,
              "slug": "constraint",
              "layer": "Slide",
              "evidence": "Callout names hard rule: 'minimum 75% attendance requirement'",
              "confidence": 65
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Callout states the binding rule rather than a topic",
              "confidence": 60
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        {
          "tools": [
            {
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              "evidence": "Trainer headshots paired with BCG/industry credentials",
              "confidence": 85
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            {
              "id": 155,
              "slug": "credibility-transfer",
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              "evidence": "Trainer authority transfers to course quality",
              "confidence": 80
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            {
              "id": 113,
              "slug": "mere-exposure-effect",
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              "evidence": "Two consecutive trainer slides build familiarity with faces",
              "confidence": 50
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        {
          "tools": [
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              "evidence": "Additional trainer bios with industry credentials",
              "confidence": 80
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              "evidence": "Continued credential parade",
              "confidence": 75
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          "tools": [
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              "evidence": "Callout 'Building your skills and taking them to market' states the so-what",
              "confidence": 80
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              "evidence": "Process diagram orders career-support steps",
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              "confidence": 55
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              "evidence": "Certificate is from 'BCG U' under SkillsFuture SCTP",
              "confidence": 85
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              "evidence": "BCG U + government program confer credential weight",
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              "confidence": 85
            },
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              "evidence": "Emotive language: 'Rapid & Immersive Skill Enhancement', urgency framing",
              "confidence": 65
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      ],
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      "deck_summary": "BCG RISE 2.0 is a recruitment brochure that hews tightly to AIDA (with Monroe's-style proof beats), leaning on authority/social-proof tools and grid-based curriculum chunking rather than the diagnostic SCQA/insight loops typical of strategic Storymakers decks.",
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              "start_page": 1
            },
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              "evidence": "Outcomes proof + employer logos establish digital-skills need",
              "position": 2,
              "start_page": 3
            },
            {
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              "evidence": "Programme overview, curriculum modules, capstone",
              "position": 3,
              "start_page": 6
            },
            {
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              "evidence": "Trainers, career guidance, certificate, fee subsidy",
              "position": 4,
              "start_page": 31
            },
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              "evidence": "Contact us, register today, thank you",
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              "start_page": 44
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          ],
          "evidence": "Hook (p1), need/proof (p3-5), satisfaction via curriculum (p7-30), visualization via career+cert (p35-37), action (p44-46)",
          "confidence": 55
        }
      ],
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              "confidence": 85
            }
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        },
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              "evidence": "Cell text: 'Perform Kmeans / RFM (Recency, Frequency and Monetary Value) analysis'",
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    "matchedAt": "2026-04-26 10:12:16+00",
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    "deckSummary": "BCG RISE 2.0 is a recruitment brochure that hews tightly to AIDA (with Monroe's-style proof beats), leaning on authority/social-proof tools and grid-based curriculum chunking rather than the diagnostic SCQA/insight loops typical of strategic Storymakers decks.",
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  "score": {
    "backend": "claude",
    "scoredAt": "2026-05-02 09:28:30.256+00",
    "subScores": {
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      "action_titles": 28,
      "mece_structure": 55,
      "closing_strength": 55,
      "evidence_quality": 60,
      "clarity_of_thesis": 58,
      "production_quality": 62,
      "visual_storytelling": 68
    },
    "totalScore": 54,
    "coveragePct": 100,
    "explanations": {
      "scqa_arc": "Deck reads as a catalog/brochure dump rather than an argued narrative; outcomes (slide 5) precede program detail and there is no explicit Complication or Question framing the Answer.",
      "action_titles": "Only ~5 of 46 titles are insight-bearing (e.g., slide 5 '50-70% of learners across RISE batches achieved a positive career outcome within 6 months of graduation'); the vast majority are topic labels like 'Eligibility', 'Course schedule', 'About RISE 2.0'.",
      "mece_structure": "Top-level sections are reasonably distinct, but BDA curriculum is fragmented across slides 10-12, 18-24 (part-time), and 25-28 (full-time) with parallel DA/FA splits creating redundancy and overlapping section dividers (18, 19, 25).",
      "closing_strength": "Slides 44-46 provide a Contact Us, promotional CTA ('Registrations are open... do register today!'), and Thank You; a clear ask exists but it is generic rather than tailored to a decision moment.",
      "evidence_quality": "Quantitative backing is solid where it appears (impact metrics on 3, outcome stats and employer logos on 5, detailed fee math on 38-39), but 'Why Learn' (4) and trainer credibility (33-34) lean on assertions rather than evidence.",
      "clarity_of_thesis": "The implicit thesis (enroll in RISE 2.0 for subsidized digital upskilling) emerges across slides 1-5 via cover, program overview (3), value props (4), and outcomes (5), but no single declarative thesis statement anchors the deck.",
      "production_quality": "Consistent BCG branding, footnote discipline visible (17, 20, 22-24, 37, 39), and clean layouts, but seven section dividers (6, 18, 19, 25, 29, 35, 41) feel excessive and action-title density is low (~11%).",
      "visual_storytelling": "Format choices generally match message: process diagrams for learning journeys (14, 15, 20, 26), comparison tables for pathways and courses (8, 9), data tables for fees (38, 39), logo grids for tools and employers (5, 17)."
    },
    "slidesAnalyzed": 46
  },
  "review": {
    "backend": null,
    "verdict": "This is a solid enrollment and program-information deck, but only a mid-tier Storymakers exemplar because it organizes useful content more than it drives a sharp narrative argument.",
    "reviewedAt": "2026-05-01 21:57:45.583+00",
    "slidesSeen": 46,
    "suggestions": [
      "Rewrite slides 1-5 into a tighter SCQA: digital roles are changing, mid-career learners need credible job-relevant upskilling, RISE combines BCG curriculum plus subsidies plus career outcomes, therefore enroll in the BDA pathway.",
      "Convert major section dividers into MECE decision pillars such as '1. Why RISE works,' '2. Which pathway fits you,' '3. What you will build,' and '4. How to enroll affordably.'",
      "Replace topic titles in curriculum sections with learner-value titles, for example changing 'Part-time Module 2 & 3: BDA' into 'Part-time learners build analytics, ML, and capstone proof in 245 hours.'",
      "Move the strongest outcome and affordability claims closer together near the opening, pairing slide 5's 50-70% outcome proof with slide 1 or slides 38-40 subsidy economics.",
      "End with one recommendation slide before Contact Us: 'Register now if you want a subsidized, BCG-backed path into analytics roles,' followed by the concrete next steps."
    ],
    "closingScore": 73,
    "openingScore": 66,
    "topStrengths": [
      "Slide 5 gives a concrete outcome proof point, making the program's value tangible instead of relying only on brand credibility.",
      "Slides 8-9 use comparison structures to help prospective learners choose among courses and pathways, which is useful decision architecture.",
      "Slides 36-40 address career support, certificates, fees, subsidies, and allowance eligibility, reducing practical enrollment friction near the end."
    ],
    "topWeaknesses": [
      "The opening does not sharply define the audience problem or SCQA tension; the digital-first need is present in the deck title but not developed in slides 1-5.",
      "Slides 18-28 become a dense curriculum inventory, with limited synthesis on why specific modules matter for career outcomes.",
      "Section dividers signal topics rather than storyline pillars, so the reader experiences a brochure sequence more than a persuasive argument.",
      "The CTA is split across slide 44 Contact Us, slide 45 registration screenshot, and slide 46 Thank you, which weakens the final beat."
    ],
    "narrativeScore": 64,
    "pillarCritique": "The section dividers are mostly topic buckets: Programme Overview, BDA Curriculum Breakdown, Capstone Project, and Career Support & Course Fee. They are broadly learner-decision stages, but they are not framed as MECE argumentative pillars that build from need to proof to choice to action.",
    "closingCritique": "Excluding the FAQ appendix, slides 44-46 do provide a clear contact/register/thank-you close, with slide 45 carrying the most explicit urgency: registrations are open and slots are running out. The close is functional but not memorable, because the recommendation is a generic enrollment ask rather than a final synthesis of why RISE is the right move now.",
    "openingCritique": "The first 5 slides establish credibility and stakes through subsidies on slide 1, program scale on slide 3, value propositions on slide 4, and the strongest hook on slide 5 with 50-70% positive career outcomes. It does not lead with a crisp thesis in the first 3 slides; slide 2 is corporate profile material that delays the audience payoff.",
    "extractionSeconds": 60.739,
    "narrativeCritique": "The deck has a recognizable setup -> proof -> program detail -> enrollment arc: slides 1-5 introduce RISE, BCG credibility, value propositions, and career outcomes; slides 6-40 explain course choices, curriculum, support, and fees; slides 44-46 close with contact and registration. The missing act is real tension: the career or digital-skills problem is implied rather than dramatized, so the middle reads more like a course catalog than analysis resolving a defined challenge.",
    "titleQualityScore": 46,
    "titleQualityCritique": "Most titles are topic labels such as slide 10 'Business & Data Analytics (BDA)' and slide 31 'Eligibility,' while stronger titles like slide 5 '50-70% of learners...' and slide 9 'Pick a pathway that best fits your learning needs' show what the deck could do more consistently. The title system describes contents more often than it states insights."
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  "pitchdeck": {
    "metadata": null,
    "profile": null
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