Ensemble and Cohere Partner to Build First RCM-Native Large Language Model for Healthcare

Ensemble and Cohere are fine-tuning a fully custom model trained on real RCM tasks, documented procedures, + deep operator expertise.
Ensemble + Cohere to Deliver the First RCM-Native LLM Built for Real Healthcare Orchestration
Ensemble and Cohere partner to create the first RCM‑native large language model for healthcare revenue cycle workflows.
Ensemble Partners with Cohere to Build First RCM-Native Large Language Model

The two companies are developing an RCM-native intelligence layer capable of comprehending complex clinical, financial + regulatory language.
Ensemble’s Clients Receive 13 HFMA Map Awards for 2026 High Performance in Revenue Cycle

Ensemble has earned a record-breaking Best in KLAS score of 96.9/100 for End‑to‑End Revenue Cycle Outsourcing.
Exclusive: Medicare’s AI Experiment Leads to Delayed Care for Some Seniors

In prior authorization pilot project, artificial intelligence determines whether patients can get medical services.
Connecticut Health System Strikes RCM Partnership

Stamford (Connecticut) Health has struck a revenue cycle management agreement with Ensemble Health Partners.
Ensemble Announces Strategic Revenue Cycle Partnership with Stamford Health

Ensemble has been selected by Stamford Health as their strategic revenue cycle management (RCM) partner.
Stamford Health Selects Ensemble Health Partners for End-to-End RCM Operations

Ensemble’s revenue cycle management outsourcing model replaces the patchwork of RCM vendors with a single, connected ecosystem.
Insurers Say They’ll Ease Preapprovals. Doctors Have Doubts.

Health insurers are pledging to reduce the scope of prior authorizations for treatments, but the rollout has been slow.
Ensemble Innovation: EIQ for Clinical Denials

Clinical denials routinely put millions of dollars at risk annually for large health systems. EIQ® helps ease the burden by reading the medical record in seconds, identifying denial risk with clear rationale and actionable recommendations — right in existing workflows.
How Employee-Level Feedback Transforms Denial Prevention

Sustainable denial prevention requires deep visibility into process-level variation in order to target behavior change + reduce revenue loss.
AI Orchestration Across the Full Revenue Cycle

In this video, CEO Judson Ivy explains why its critical to build AI that operates as a system, not a stack. Using data from more than 80 million annual claims, Ensemble’s orchestrated AI layer learns, connects and delivers value across the entire rev cycle.
