Mining Retrospectives at Scale: How AI Reveals What PMs Miss in Team Data

Retrospectives generate valuable team feedback, but PMs often miss critical patterns due to time constraints and information overload. By connecting Claude to MCP-integrated retro tools, teams can automatically surface hidden trends across months of data and make data-driven decisions instead of relying on gut feeling. The approach also solves a silent operational failure: stale action items that disappear from working memory when assignees change teams or sprints accumulate.