Integrating deviation data with Quality Risk Management (QRM) enables pharmaceutical companies to shift from reactive to proactive quality assurance. By analyzing trends, severity, and root causes, teams can identify high-risk areas, streamline CAPA, and prevent recurrence. This data-driven approach strengthens compliance, enhances product quality, and supports continuous improvement across QA, QRM, and operations.

Integrating deviation data with Quality Risk Management (QRM) enables pharmaceutical companies to shift from reactive to proactive quality assurance. By analyzing trends, severity, and root causes, teams can identify high-risk areas, streamline CAPA, and prevent recurrence. This data-driven approach strengthens compliance, enhances product quality, and supports continuous improvement across QA, QRM, and operations.