Why Your CAPA Process Is Broken — and How AI Fixes It

> TL;DR: If your CAPA process involves someone typing operator retrained into a form that nobody reads, AI won't fix that. But if you actually want to close the loop, AI makes it a whole lot easier. The State of CAPA in Most Factories A nonconformance get raised. It sit in someone's inbox for 3 days. Someone open it, write operator error — retrained, and close it. Six months later the same NC happen again. This is not a CAPA system. This is a filing cabinet that people lie to. Where AI Actually Helps Auto-classification: AI read the NC description and auto-classify severity and product line. In a factory with 50 NCs a week, the serious ones actually get attention. Root cause suggestions: Cross-reference similar NCs and suggest root causes to investigate. It don't replace analysis but make sure you don't forget obvious things. Effectiveness verification: Schedule checks at 30/90 days/6 months automatically. Same NC reoccur? Flag it. No more CAPAs that get closed and forgotten. The Real Problem The real problem is not that people don't want to fix things. It is that the process itself discourage thorough investigation. When you have 50 open CAPAs and a deadline, writing...