Yunqi AI+

Mar 20, 2026 · R&D Management

How AI Is Redefining Product‑Development Collaboration and Turning Knowledge Into Organizational Assets

The article analyzes how AI reshapes product‑development workflows, forces a redefinition of the product manager role, pushes demand clarification ahead of engineering, upgrades governance, and shifts competitive advantage from manual delivery to structured knowledge assets, offering concrete recommendations for organizations entering the AI era.