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Applied AI Doesn't Work

The world has spent a fortune on AI. For most enterprises, nothing changed. I've spoken to over 300 CEOs, CIOs and CFOs at the largest companies on Earth. I learned most companies apply AI onto their garbage processes, and the end result is just making garbage faster. Whether it's buying thousands of Claude Code licenses, committing $50M in annual token spend, or running AI training sessions over Zoom, I've seen first-hand how inefficient AI adoption has been. It doesn't have to be this way. We've already gone down this path, multiple times in fact, and we ought to learn from history when…

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