Common non-conformities in ISO/IEC 17025 audits include documentation gaps, inadequate calibration, poor method validation, and insufficient staff competency. Key strategies involve robust training, regular internal audits, clear SOPs, and continuous corrective actions to ensure compliance and laboratory excellence.