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Billing News · Tuesday, April 7, 2026

Ensemble + Cohere announce first RCM-native LLM

Fierce Healthcare / GlobeNewswire · March 31, 2026

Ensemble partnered with Cohere to build a custom LLM trained on synthetic RCM data — not prompt-wrapped general models. Zero PHI in training. Model targets end-to-end orchestration from patient intake to account resolution. Release: H2 2026. Ensemble claims standard AI approaches hit accuracy ceilings from long-context inputs and heavy prompt engineering.

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