Collaborative clinical models, without sharing patient records

Chefoba's governed federation core applies to healthcare organisations that want to train shared clinical models across hospitals, trusts, or research partners without pooling patient data. This is a secondary market for Chefoba; the platform is built primarily for fintech and banking.

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Same platform, different data

What carries over from the fintech core

Trust scoring, adaptive weighting, no-code policy management, and automated regulatory evidence generation work the same way regardless of sector. Only the data and the regulatory framing change.

Local training

Each hospital or trust trains locally on its own patient data. Nothing patient-identifiable leaves the originating institution.

Governed aggregation

Model updates are combined under policy controls your information governance team sets, with a full audit trail.

Subgroup auditing

The same fairness auditing that found corridor-level gaps in financial data applies to demographic or clinical subgroups in healthcare data.

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We're onboarding a limited group of fintech and banking partners before general availability.

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