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      "Disambiguate slides 18-21: differentiate quarterly vs annual and SaaS vs Self-Hosted in the title itself (e.g., 'Q4 SaaS Revenue +40% YoY drove 28% Subscription Growth')",
      "Rewrite generic titles to carry the insight: 'Strong Net New ARR' → '$99M Net New ARR in Q4, +X% YoY'; 'Solid Profitability and Cash Flow' → 'Operating Margin Expanded N pts as FCF Grew X%'",
      "Introduce MECE section dividers inside the financial section — e.g., Growth / Mix Shift / Profitability — so the 7 financial slides read as pillars, not a list",
      "Move Mission (4) and Vision (6) into one block adjacent to the platform slide (7) so the opening flows: Thesis → Results → Mission/Vision/Platform → Financials",
      "Add a Complication slide after the executive summary (e.g., the identity-attack landscape or AI-identity explosion) to give the deck the 'C' in SCQA and motivate the analysis that follows"
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      "Slide 5 'Results At-a-Glance' provides a useful executive summary grid early in the deck"
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