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.
Below are six practical steps to move from “AI hype” to measurable outcomes, without letting operational complexity erase the value you’re trying to create.
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