Reference Architecture for Agentic Biometrics

About this white paper

What's inside

Reusable patterns for SDTM, ADaM, and TLF acceleration. This research-grade white paper distills field experience from production deployments into a structured framework your clinical, biometrics, QA, and IT leaders can act on this quarter.

Key takeaways

What you'll learn

• A reference framework for governing agentic AI in GxP-regulated workflows.
• Reviewer-in-the-loop patterns that hold up to internal audit and inspection.
• Validation, audit-trail, and escalation controls across the agent lifecycle.
• Quantified impact on cycle time, cost, and quality across recent deployments.
• A 90-day implementation path from pilot to production rollout.