Industry Report

The Context Gap

The state of product development in the age of AI

AI is making software development faster. But where are teams still getting stuck? Based on research from approximately 350 engineering professionals, this report examines how AI is changing planning, product context, requirements, and the way engineering teams work.

What we found:

  • 59% discover missing work mid-cycle
  • 64% keep critical knowledge in people’s heads
  • 52% have no shared AI context across the team
  • Only 9% use AI to generate product requirements