Patient safety remains one of the most critical priorities in modern healthcare, and the way organizations respond to incidents has evolved significantly in recent years. In the UK, the introduction of the Patient Safety Incident Response Framework (PSIRF) has transformed how healthcare providers investigate and learn from patient safety incidents. Central to this approach is the use of...