AI subscriptions are quietly becoming the new SaaS sprawl. The discipline that actually saves money isn't a bigger budget or a smarter model — it's the same boring question applied consistently: does this tool earn its place?

Local versus cloud AI sounds like an IT decision. It isn't. It's a board-level question about data control, compliance, and vendor dependence — and most CEOs have never actually asked it.

Most companies still treat AI as an IT initiative. The ones actually winning with it treat it as a business one. A look at why ownership — not model quality — decides whether AI compounds or quietly dies in a report nobody opens.