End-to-end revenue cycle management leader Ensemble Health Partners announced at its Healthcare Leadership Exchange, a strategic enterprise partnership with Penelope Health (“Penelope”), a real-time healthcare policy intelligence platform.
The collaboration natively embeds Penelope’s structured clinical policy engine directly into Ensemble’s proprietary revenue cycle intelligence layer, shifting policy and medical necessity verification upstream before clinical care is delivered.
Addresses systemic administrative friction in payer policy tracking: commercial coverage rules are fragmented across hundreds of disparate payer portals, published in conflicting PDF formats, and vary by individual line of business (commercial, Medicare Advantage, Medicaid managed care).
Penelope’s platform converts fragmented coverage documentation into machine-readable, structured data spanning policies that cover more than 200 million insured Americans and index more than 15,000 procedure and drug codes.
Penelope Health functions as an infrastructure and API layer that tracks, ingests, and structures clinical coverage rules directly from primary commercial and public payer sources:
Coverage Scope: Penelope indexes medical, procedural, and pharmaceutical coverage policies covering more than 200 million American insured lives .
Code Ontology: Structures clinical rules spanning more than 15,000 procedure (CPT/HCPCS) and pharmaceutical (J-code/NDC) entries , capturing clinical indications, medical necessity thresholds, diagnostic prerequisites, and documentation criteria.
API & Model Access: Delivers real-time policy rules via standardized REST APIs and structured querying endpoints optimized for native EHR integration and agentic AI retrieval pipelines.
Ensemble will integrate Penelope’s policy engine upstream to intercept potential denials before encounters are finalized or claims are dropped:
Upstream Prior Authorization: Connects scheduling and order entry to explicit, real-time payer criteria, identifying exact clinical documentation requirements upfront to reduce authorization turnaround times and mitigate avoidable peer-to-peer reviews.
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