Manual CQV vs. AI-Powered CQV

Commissioning, Qualification, and Validation (CQV) are essential for pharmaceutical and biotech manufacturing. These processes ensure that facilities, equipment, and operations consistently meet regulatory standards for product quality and patient safety. While this may sound simple, CQV can be a significant drain on time and resources.

Many organizations still depend on manual methods, such as paper forms and spreadsheets, to manage CQV documentation and coordination. This approach, while seemingly manageable, leads to significant hidden costs, including project delays, the need for rework, overtaxed staff, and increased regulatory risks.