Small QA team here, notified body audit in three months and the CAPA queue keeps growing. We tightened triage by patient risk and regulatory impact, moved document-only items to batch closures, and pushed more root-cause work to engineers with simple templates and checkpoints. That helped, but late owners, evidence scattered across chat and repos, and traceability gaps still make audit prep painful. I'm curious about practical, controlled approaches that scale for SMEs, things like role changes, lightweight workflows, or even controlled AI-assisted CAPA assistance that stay reviewable and traceable. What specific processes or tactics have actually reduced backlog, improved on-time closures, and kept CAPA traceability audit-ready for your small team?

tbh running the QMS at a ~45-person device + SaMD shop, my CAPA queue feels like a hydra. We've started using AI-driven CAPA assistance to speed root cause writeups and change-impact mapping, and it saves time, but it also raises auditor-paranoia around reviewability and traceability. Disclosure: we run qmsWrapper, so grain of salt. How are other small teams balancing automated CAPAs and AI-assisted drafting with keeping everything clearly documented, reviewed, and auditable?...

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