Signals by LearnSignal

For the AI PM in the room who actually understands the constraints

Research, practice, tools, and hard truths for product managers building on AI. No frameworks. No hype. Just decisions.

Practice14 Apr 20268 min read
Why AI features fail at the product layer, not the model→

95% of GenAI pilots produce zero business impact. The failure is almost never the model - it is undefined success metrics, poor workflow integration, and PMs treating the LLM as the product.

AI PMProduct decisionsFailure modes