Platform
Clinical AI Monitoring
A cloud main server and an on-prem edge server watch the model without changing its code.
What is watched
Input drift (PSI), AUROC, physician utility, and gray-zone stability, compared with FDA-aligned thresholds.
Workflow
-
1
Connect beside the model
Cloud main server and on-prem edge server. Model code stays as it is.
-
2
Compare the signals
PSI, AUROC, physician utility, and gray-zone stability against FDA-aligned thresholds.
-
3
Flag drift without labels
A label-free signal can move while AUROC still looks stable.
-
4
Draft the surveillance file
Post-market surveillance reports, CAPA plans, and PCCP-aligned retraining documentation.