root-cause-analysis

Conduct a blameless root cause analysis by summarizing the incident, collecting evidence, and applying the five whys framework to identify contributing factors and CAPA-oriented corrective actions. This structured process ensures traceability and prevents recurrence without assigning individual blame.

The five whys framework in incident postmortems is an evidence-based questioning technique used to trace failures back to their root causes. It works alongside Ishikawa-style factor mapping to uncover multiple contributing factors across software, data quality, AI/ML, and regulatory domains.

Create corrective and preventive action plans by categorizing your RCA findings into detect, prevent, mitigate, process, and document action items. This CAPA-oriented planning ensures your incident review produces structured, traceable steps to prevent recurrence.

Yes, you can use a structured RCA process for AI/ML and data quality failures. The framework traces these specific failure types to their root causes using evidence gathering and factor analysis, ensuring your governance investigations maintain regulatory readiness.

The best way to prepare an evidence trail for a regulatory incident review is to use a structured RCA template that aligns with governance requirements. This framework guides teams through evidence collection and factor analysis to ensure comprehensive regulatory readiness.

A blameless RCA framework may not be suitable when an incident investigation requires identifying individual performance issues rather than systemic process failures. This approach specifically targets software, data quality, AI/ML, and regulatory system factors to prevent recurrence.