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      "clarity_of_thesis": "The first five slides establish setting and agenda, but the core argument that Splunk digitally empowers Soriana is not stated as a declarative thesis until the outcomes slide 10.",
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      "Rewrite every section title as a declarative sentence — e.g., slide 10 should read 'Splunk cut Soriana incident response from hours to minutes across 801 stores'",
      "Collapse slides 1-4 into a single opening that states the answer first: what Soriana achieved and why retailers should care",
      "Add a 'so what' slide before slide 12 with a concrete recommendation or next step for the audience (pilot scope, contact, decision)",
      "Reframe slides 8-9 around the insight the dashboard reveals, not the dashboard itself — title with the finding, use the screenshot as evidence",
      "Introduce MECE pillars (e.g., Security / Observability / Business KPIs) as section dividers so the case study has visible structure"
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      ],
      "frameworks": [],
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        {
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          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
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          "evidence": "The deck concludes with a testimonial and a closing ask",
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      "label": "Problem & Complication",
      "description": "The deck presents key challenges faced by retailers"
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      "label": "Evidence & Proof",
      "description": "The deck provides evidence of success with PoS and SAP monitoring, and a case study"
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}