When revenue systems aren’t built on shared definitions, clean inputs and cross-functional alignment, AI doesn’t create leverage. In fact, it amplifies confusion.

In the era of A.I. agents, many Silicon Valley programmers are now barely programming. Instead, what they’re doing is deeply, ...