companiesCompany

Owkin

French AI biotech using federated learning across hospitals; first CE-marked AI for MSI prediction from H&E.

MSIntuit CRC, RlapsRisk BC, K1.0 agentic biology platform, federated research consortia.

Headquarters

Paris / New York, FR

Type

ai software

Website

Connected

fronts

1

AI & Computation

technologies

6

Digital pathology & AI Digital twins and virtual control arms Federated learning and privacy-preserving AI Pathology & radiology foundation models Phikon / Phikon-v2 (Owkin)Spatial-omics-guided treatment selection

ideas

5

A federated learning consortium of cancer centres that jointly own the models A pre-competitive consortium to train a shared multimodal cancer foundation model AI-first reading for high-volume common cancer diagnoses, pathologist for the exceptions Federated training of pathology and radiology models across hospitals Patient-level multimodal foundation models for treatment selection

bottlenecks

3

AI that is built but not validated or deployed Data silos No one can predict who responds to immunotherapy