Find here all our blog posts tagged with: Real-World Evidence.

A medical AI device shown updating freely on one side and sealed under multiple regulatory stamps on the other.

The Continuous-Update Trap in Medical AI Governance

FDA now lets manufacturers update AI devices without new submissions, but EU's MDR/IVDR and AI Act stack offers no equivalent, forcing a split lifecycle strategy.

Abstract streams of glowing data particles converging into a single current against a dark clinical backdrop.

Routine Health Data Is Fueling AI Devices Faster Than FDA Can Define the Standard

FDA's December 2025 real-world evidence guidance lets sponsors train AI devices on routine health data, but provenance and bias standards remain undefined.