Awareness And Precision Are Key To Manufacturing Data Integrity

Data sits at the heart of the pharmaceutical-product equation. The huge volume of data generated in drug discovery and development, and to provide support for regulatory approvals, is only the start. Increasingly, data flows from post-approval safety requirements, drug manufacturing, predicting and tracking health outcomes, or communicating with a wide range of stakeholders.   In today’s industry, data is arguably the product. Ensuring data integrity proactively at every stage of the product lifecycle is therefore paramount if pharmaceutical companies are to maintain their reputation, competitive edge and financial stability, as well as the safety and trust of patients. Compliance failures have a long tail in an environment where risks and benefits are always in delicate balance.