Manual cross-referencing of tables, figures, and narratives is a major bottleneck and source of regulatory questions. A custom multi-agent workflow automates this final quality gate, checking thousands of data points across Veeva Vault, clinical data warehouses, and SAS outputs in minutes. This eliminates weeks of tedious verification, directly reducing the risk of a major deficiency letter and the associated 3-6 month review delay. The architecture deploys specialized validation agents, each responsible for a specific data domain or consistency rule, orchestrated by a central controller that manages state and exception routing.




