What You Should Know
- Healthcare revenue cycle management leader R1 announced the launch of Phare Utilization Management (Phare UM), an AI-enabled solution moving hospital utilization management from retrospective chart auditing to proactive, real-time decisioning.
- The Guthrie Clinic—a non-profit, integrated health system serving northern Pennsylvania and upstate New York—is among the first health systems to deploy Phare UM across its acute care operations.
- Built directly on Phare OS, R1’s core pre-bill intelligence platform, to continuously evaluate 100% of patient encounters from admission through discharge, replacing manual sampling that traditionally reviews only a fraction of high-risk admissions.
- Integrates Phare Intelligence with R1’s proprietary Payer Atlas to cross-reference real-world payer claim histories, clinical criteria, hospital payer mix, and institutional denial tolerance to prioritize reviews by financial risk rather than admission chronology.
Continuous 100% Encounter Review and Payer-Specific Risk
Rather than relying on spot checks or manual worklists, Phare UM integrates clinical criteria with longitudinal reimbursement data:
- Comprehensive Case Evaluation: Evaluates every patient encounter across the hospital stay using Phare Intelligence, identifying documentation deficiencies and clinical risk while the patient is still admitted and notes can be clarified.
- Payer Atlas Risk Calibration: Integrates payer-specific contract terms, local medical necessity policies, and historical denial trends to rank cases by audit likelihood and denial vulnerability, prioritizing worklists based on true financial and clinical risk rather than admission timestamp.
- Quantified Inpatient vs. Observation Scenarios: Leverages R1’s database of historical payer outcomes to project audit outcomes. In an early customer assessment, Phare UM identified that approximately 65% of observation encounters met the threshold to be billed as inpatient stays, revealing substantial revenue leakage and statusing inaccuracies.
Augmenting Clinical Judgment with Physician Advisory Integration
Phare UM functions as a decision-support layer designed to support hospital UM nurses and physician advisors rather than replace human determination:
- Longitudinal Context Preservation: Unifies case context across clinical reviews, peer-to-peer discussions, secondary reviews, and downstream appeals so reviewers have an auditable evidentiary trail without toggling across disconnected systems.
- Physician Advisory Workflows: Integrates directly into R1’s Physician Advisory Services (PAS) operations, surfacing condensed clinical summaries and evidence citations to accelerate level-of-care determinations and peer-to-peer defense.
“Healthcare organizations have too many critical decisions occurring in disconnected workflows across the patient and financial journey,” said Joe Flanagan, Chief Executive Officer of R1. “Our vision for Phare OS is to create the industry’s most intelligent and integrated pre-bill architecture, connecting the revenue cycle through a shared foundation of clinical, financial and operational intelligence.
Phare UM brings that vision to life in utilization management by helping organizations reduce friction, spot risk sooner, close documentation gaps earlier, and reduce avoidable medical necessity denials.”
Expanding the Pre-Bill Architecture
The launch marks a key step in R1’s strategy to build a unified mid-revenue cycle platform. By linking Phare UM with prior authorizations, clinical documentation integrity (CDI), and autonomous inpatient coding, R1 aims to eliminate the administrative handoffs between clinical documentation and claim submission—intercepting denials before initial billing.
