Medical **policy management** that powers operational excellence

Turn static policies into digitized core assets that drive consistent decision-making, interoperability, compliance, and efficiency.

Three screens showing the process of auto - translation.

Static PDFs and Word docs creating operational chaos

  • Digitization challenges & limited transparency for providers
  • Inability to meet CMS-0057-F & AHIP pledge targets

  • Disjointed review workflows & version control nightmares
  • Compliance vulnerabilities and lack of decision traceability

Features

Policy Studio establishes a single source of truth for policy management

Establish a single source of truth that powers consistent decision-making across your entire operation. Our approach creates digitized, structured proprietary policy assets that serve as the foundation for everything from UM decisioning to provider transparency with full traceability back to source policy.

  • Faster, precise digitization

    Simplified policy creation and faster digitization with precision AI-powered ingestion.

  • Organized content & collaboration

    Streamline internal workflows with structured, centrally managed policies and collaboration tools.

  • Regulatory-ready outputs

    Technical files for FHIR-based interoperability and automation-ready use cases, such as CMS-0057-F compliance and AHIP commitments.

Benefits

A simpler—and smarter—way to manage your custom medical policies

From digitization to distribution, one solution keeps policies accurate, structured, and operational, while supporting CMS and AHIP requirements.

Automated policy digitization that understands medical language

Cohere Policy Studio™ ingests static policy documents and turns them into structured, code-ready assets. It interprets clinical language to generate decision trees, executable rules, and FHIR-ready outputs, removing the technical burden from policy teams.

One centralized hub for all medical policy operations

Policy infrastructure helps eliminate version sprawl and disconnected systems. Centralize custom policies alongside pre-loaded NCDs and LCDs in a unified model that powers critical outputs and transparency from UM decisioning, to provider transparency sites.

Collaborative, transparent workflows built for efficient policy teams

Policy writers, medical directors, and reviewers work together in one secure platform. Role-based access, configurable approvals, and automatic versioning ensure policy accuracy, compliance, and complete auditability.

Automated policy distribution across operations

APIs distribute policies and their extensions everywhere they’re needed: provider portals, transparency websites, UM decisioning, appeals, and analytics. Centralized policy management ensures the appropriate policy version is leveraged each time.

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Impactful results

Cohere in action

  • 90%

    Auto-approval rate

  • 35%

    Reduction in portal input time

  • 5

    days faster to appropriate care

  • 93%

    provider satisfaction

Platform overview

One solution for your entire policy lifecycle

From ingestion to distribution, Policy Studio provides policy and UM teams with a structured and consistent way to author, manage, and operationalize policies across the organization. Explore Policy Studio's comprehensive capabilities designed to turn medical policy management from a weakness into a strength:

  • CMS-0057-F compliance and AHIP commitment support

    Automates FHIR-based policy outputs to meet CMS-0057-F requirements and supports AHIP commitments (80% real-time approvals).

  • End-to-end auditability

    Ensures every policy change and decision links back to the source policy, providing end-to-end transparency and compliance confidence.

  • Provider-friendly automation

    Reduces reliance on manual reviews and questionnaires, while minimizing provider burden and maintaining transparency.

Explore how Policy Studio connects your clinical operations to the source of truth

User interface of a digital policy editor for knee arthroplasty with sections for metadata, coverage criteria, reusable content, and revision history, showing a toolbar for adding text and formatting in the section 'New section 3'.

Policy digitization

One place to draft, ingest, and structure every custom medical policy

  • Automatically structure PDFs, plain text, and legacy documents
  • Flexible digital environment for ongoing updates
  • Best-in-class rich text editor for clear writing
  • Infrastructure designed to automate internal operations and provider/member communications

Policy logic composer

Turn clinical text into executable, policy-aware logic for automation and decisioning

  • Drag-and-drop interface for nested logic (ALL, ANY, NOT ANY, AT LEAST)
  • Executable decision rules for automated workflows
  • Supports downstream API integrations and FHIR outputs
User interface screen for editing coverage criteria of knee arthroplasty, showing nested logic conditions with ALL, ANY operators and procedure codes and diagnosis codes tabs.
Workflow diagram showing stages from Backlog to Done with transitions: Drafting by Writer, Request clinical review, Clinical Review by MD Reviewer, Revise by Writer, and finalizing action.

Policy workflow & versioning

Flexible, traceable workflows built for compliance

  • Multi-tenant workspace with role-based permissions
  • Automated routing, alerts, and configurable approval paths
  • Complete audit trail for every change, comment, and approval
  • Ensures policy integrity across UM, appeals, and transparency portals

Policy outputs

Generate artifacts that are always traceable to source policies

  • Technical outputs such as CQL, JSON, questionnaires, work instructions
  • Version control for auditability and internal controls
  • Single source of truth, linked to all outputs
  • Customizable for downstream systems and regulatory reporting
Screenshot of a software interface showing a decision tree JSON for Transcranial Magnetic Stimulation treatment policy with questions on patient age and mitral valve repair.
User interface screen showing a list of Medicare Advantage policies with filters for categories like Cardiology, Diagnostic imaging, and Home health, and columns for name, line of business, policy type, and procedure codes.

Policy distribution

Publish policies where providers and members can find them—automatically

  • Real-time API distribution to provider and member portals
  • Searchable by CPT code, diagnosis, service type, or custom criteria
  • Automatic updates to transparency websites
  • Meets AHIP and CMS transparency standards

Policy Studio helps health plans connect policy to regulation and industry standards

  • CMS-0057-F compliance: Automates FHIR-based policy outputs required for electronic prior authorization.
  • AHIP commitments: Supports real-time approvals (80% target), decision traceability, and consistent clinical logic.
  • End-to-end auditability: Every policy change and decision links back to the source policy.
  • Provider-friendly automation: Reduces reliance on manual reviews and questionnaires, while minimizing provider burden and maintaining transparency.

Why Choose Policy Studio?

  • Interoperability made simple

    FHIR-compliant outputs to meet CMS and AHIP standards

  • Operational efficiency

    Eliminate manual policy management tasks and reduce digitization time with intelligent automation

  • Compliance confidence

    Full traceability from source policy to every clinical decision

  • Provider transparency

    Always-current policies published automatically to provider and member websites via APIs

**Ready to modernize** your approach to medical policy management?

Contact Cohere Health today to:

  • Discover how Policy Studio accelerates CMS-0057-F compliance
  • Learn how health plans are eliminating manual policy workflows
  • Understand what it takes to establish a true single source of truth

Smarter policy management starts with the right questions

Explore common questions about how Policy Studio helps health plans modernize medical policy management with automation, structure, and clinical intelligence.

Why do we need a dedicated policy management solution?

Static policy documents create operational chaos across health plans. Without digitized, structured policies, you can't effectively automate authorization workflows, meet CMS interoperability requirements, or maintain transparency across UM, appeals, and payment integrity. Policy Studio converts policies from disconnected documents into core infrastructure that powers your entire operation automatically.

How does Policy Studio assist us in meeting CMS-0057-F and AHIP commitments?

Policy Studio automates the creation of FHIR-compliant policy resources required for DTR workflows. Our AI converts your policies into API-ready JSON and CQL formats, complete with documentation requirements. You can preview both human-readable and code-ready versions side-by-side to ensure accuracy—without requiring deep technical expertise from your team. Through this digitization process, policies become the source code for automated decision-making.

Policy Studio also supports AHIP transparency commitments–the solution powers public transparency websites through API connections, ensuring the policies providers and members see online are automatically synced with the actual policies used in UM decision-making. It includes lookup tools that enable searching by diagnosis, procedure code, or other fields. This approach eliminates the need for manual website updates while supporting accuracy and transparency.

What makes Cohere's policy digitization different from other solutions?

Our AI is trained specifically on medical policies and clinical criteria. Unlike basic digitization tools, Policy Studio actually understands clinical language and can convert narrative text into usable, logic-based criteria. The solution also connects to our broader Unify platform, meaning digitized policies automatically flow into decisioning and review workflows based on effective dates, lines of business, and codes.

How does Policy Studio ensure we're using the correct policy version?

Policy Studio maintains a single source of truth with automatic version tracking and structured metadata for effective dates, codes, and lines of business. When policies are activated for UM decisioning or published to transparency websites, the system automatically selects the appropriate version. This eliminates the risk of applying outdated or incorrect policies while maintaining full audit trails for compliance.

Can Policy Studio work with our existing UM technology?

Yes. While Policy Studio integrates seamlessly with the Cohere Unify platform for maximum efficiency, it can also connect to other systems through API integrations. The solution generates standardized outputs (FHIR resources, JSON files, work instructions, questionnaires) that can be leveraged across different platforms; however, full automation benefits are optimized within Cohere Health's ecosystem.

What happens to our policies for Medicare Advantage members?

Policy Studio comes pre-loaded with digitized versions of all CMS National Coverage Determinations (NCDs) and Local Coverage Determinations (LCDs), organized with the same structured data model as your custom policies. This means you can immediately deploy Medicare policies across UM operations without manual work—and they stay automatically updated as CMS makes changes.

How does the collaborative review workflow actually work?

Policy Studio is a multi-tenant platform where administrators assign role-based access to policy writers and reviewers. Team members can only access policies they're authorized to work on, and the system tracks every change with automatic version control. You can configure approval workflows to match your organizational structure, and the platform prevents unauthorized edits by maintaining clear permissions and complete edit histories throughout the review cycle.