Federated learning · privacy-preserving AI

Predicting readmission.
Protecting privacy.

Sammy flags 30-day hospital readmission risk for every patient, powered by a federated AI model trained across multiple hospitals that never shared a single patient record.

Each hospital trains the model on its own data; only the model's math is combined on a secure server. The result works even on a hospital it never trained on — and explains the reasoning behind every prediction, so clinicians stay in control.

Data stays in place
Explained with SHAP
Trained across sites

Meet Sammy — your guide through the cohort