Every week, another company announces its bold AI transformation. A few months later, that same company has a pilot project gathering dust, a confused team, and an executive quietly wondering where the budget went. The pattern is predictable. The pain is avoidable. AI can unlock genuine business value — but only if you stop making the same strategic mistakes everyone else is making.