Find here all our blog posts tagged with: AI lifecycle.

A robotic surgical arm glowing with fiber-optic light inside a sterile operating theater.

The AI Lifecycle Decision Medtech Can't Wait to Make

J&J's Monarch clearance shows predetermined change control plans already govern AI updates, a lifecycle discipline device makers need now, not after genAI guidance lands.

An abstract electrocardiogram waveform branching into three glowing paths, symbolizing one AI platform expanding across multiple cleared indications.

The Platform Risk Hiding in Serial Clearances

Tempus AI's third ECG-based FDA clearance shows how one platform can accrete indications faster than buyers can verify its cumulative risk profile.