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        "evidence": "Memorable triplet structures the recommendation.",
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        "evidence": "Three success factors arranged around the central AI hub.",
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        "agents": [
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        "evidence": "Roadmap structured as three sequential steps.",
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        "layer": "block",
        "agents": [
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        "agents": [
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        "evidence": "Opens a zoom-in loop that drills into the value chain on the next slide.",
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        "evidence": "Top half = pain icons by stage; bottom = AI response with growth/returns.",
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      "Insert lightweight section dividers ahead of slides 12, 13, and 15 to make the three-pillar MECE structure visible at first skim",
      "Replace slide 19 (logo filler) with a one-line restatement of the thesis plus recommended next step so the final impression is the call to action, not branding",
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          "evidence": "To successfully deploy AI in field services and drive outcomes at scale, organizations need to take a portfolio and transformational mindset...",
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          "extraction": {
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            "bestFor": "On every slide carrying a chart, number, list, or finding intended to inform a decision; whenever a draft title is descriptive rather than directive; whenever the deck will circulate without its author.",
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          "evidence": "Callout states the so-what: 15-20% revenue / 5-10pp margin opportunity.",
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          "confidence": 90,
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      "arcBeats": [
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          "arc": {
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