There's a particular calm that follows a good strategy presentation. The analysis holds up. The sequencing makes sense. Someone says, with real relief, that this is exactly the clarity the team needed.
Then the room empties, the work keeps arriving in the same shape, handled by the same people in the same way, and the document goes into a shared drive under a filename ending in v3.
Nothing has visibly gone wrong, which is what makes this hard to spot. The thinking may have been excellent. The question is what the thinking was allowed to turn into.
If the only thing you can show at the end of thinking about AI is a document, the business hasn't changed. That isn't a complaint about quality. A shorter, cheaper, more actionable document is still a document. What matters is what kind of object you're holding when the work is over.