Roundtable: How Will Clinical Data Standards Matter in an AI-Driven World?

Session details:

AI has the opportunity to transform clinical operations, but its success depends on how trial data is structured, governed, and operationalized. This roundtable explores whether clinical data standards enable or hinder AI at scale—from study build through trial execution.

• Can AI truly compensate for inconsistent or non‑standardized trial data in Clinical Operations?

• Do clinical data standards slow study delivery—or enable faster, more scalable AI‑driven trials?

• How do standards impact vendor interoperability, CRO oversight, and real‑time trial monitoring?

• What Clinical Ops teams need to stay inspection‑ready as AI begins to influence trial decisions?