Analysis
Business
What the CFOs Finally Asked
Eighteen months into the enterprise AI buildout, the procurement question has changed. The honest answers are uncomfortable.
By The Memo · Wednesday, June 10, 2026 · 8 min read
There's a quiet but seismic shift happening in enterprise AI budgeting this quarter. The CFO has finally gotten involved. And the question the CFO is asking is not 'how do we do more AI.' It's 'show me the ROI on what we already bought.'
Most AI programs cannot answer that question cleanly. The ones that can are about to get a lot more budget. The ones that can't are about to get a very different conversation.
Industry surveys keep pegging the share of GenAI pilots that reach production at well under a third. That number has barely moved in eighteen months, despite enormous spend. The gap isn't capability. It's measurement: most enterprises instrumented their pilots for activity, not outcome. They counted prompts. They counted users. They counted hours saved on the basis of a self-reported survey. None of that survives a real finance review.
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