4Paradigm vs Cohere Health

Enterprise assistant that answers from company data and triggers actions in connected systems.

Operating layer that runs and manages an enterprise's AI applications across its own hardware.

An AutoML platform (ML/CV/OCR components) that lets non-experts build AI applications, used by major banks and insurers including ICBC and China UnionPay.

Reconciles submitted claims against the authorisations that were granted, as a payment-integrity add-on to Cohere's utilization-management products.

Segments providers into cohorts and tailors each one's prior-authorisation workflow and touchpoints, with behaviour analytics in place of a flat gold-carding programme.

Fine-tuned models that surface and cite the clinical indication buried in a prior-authorisation attachment, inside a health plan's existing utilization-management system.

Automates the medical-necessity review end to end — surfacing guidelines, answering case questions through the Casey assistant and generating compliant determination letters.

Turns a health plan's written medical policy into digitised, machine-readable assets that the rest of the platform decides against.

Cohere Health's platform for health plans, connecting clinical intelligence across utilization management, payment integrity, appeals, care management, quality and claims operations.