Digital Dashboards and Automated Monitoring Tools for Validation Metrics in Pharma Implementing Digital Dashboards and Automated Tools to Monitor Validation KPIs in Pharma Introduction In today’s data-driven regulatory landscape, pharmaceutical companies must ensure transparent and real-time visibility of validation activities. Manual tracking of validation timelines, deviations, and CAPA effectiveness is no longer sufficient to satisfy FDA, EMA, and WHO expectations. Enter digital dashboards and automated monitoring tools — powerful enablers of operational efficiency, data integrity, and audit readiness. This article presents a comprehensive guide on implementing digital dashboards and automated monitoring systems to track validation metrics. We’ll cover dashboard design,…