PMTalk Product Manager Community

May 31, 2026 · Product Management

Reverse‑Engineering AI Products: Why Features Aren’t Enough

The article proposes a six‑layer reverse‑engineering framework for AI products, urging analysts to move beyond surface‑level feature lists and examine market trends, user scenarios, product experience, business model, technical architecture, model strategy, and infrastructure to determine long‑term viability.