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How to Write an AI Business Case Your CFO Will Actually Approve

Most AI business cases die in the CFO’s inbox — not because the idea is bad, but because the document reads like a vendor brochure with a price tag stapled to it. After 20 years sitting in budget meetings at IBM and Kyndryl, I’ve seen the patterns. The approved cases share a structure. The killed cases share a different one. Here’s the framework — cost of doing nothing, infrastructure vs. AI separation, risk framing, and the one slide that closes the deal.

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From Manual Chaos to AI-Powered Operations: A Manufacturing Transformation Story

Six months into the project, a senior stakeholder asked the question that kills more AI initiatives than anything else: “Can’t we just skip ahead to the good stuff?” Here’s what happened when this manufacturing client said no, stayed the course on the hard infrastructure work nobody puts on a press release, and walked away with 38% faster incident detection, $2M+ in savings, and a team finally free to do the work they were hired for.

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