Product Teardown & Opportunity Analysis - AI PM Working Framework

This framework gives AI Product Managers a structured, repeatable process for investigating a specific product area, forming a testable hypothesis, and designing a minimum experiment to validate or kill it, before committing engineering resources.

It is built around one belief: the most expensive thing a product team can do is build the wrong thing with conviction.

Use this framework:

• When scoping a new feature or product initiative from scratch

• When investigating why a metric is underperforming

• When pressure-testing an assumption before it becomes a roadmap commitment

• When onboarding to a new product and needing to develop a point of view fast