Cohere Health
Clinical intelligence platform for prior authorization and payment integrity for health plans.
For large health plans seeking to unify utilization management and payment integrity with measurable ROI (up to 18x), Cohere is a strong choice. However, it's overkill for small clinics and pricing remains opaque—request a demo for quotes.
- Health plans seeking to automate prior authorization and reduce admin costs
- Organizations managing medical expense risk and payment integrity
- Providers looking for faster care access and reduced administrative burden
- Quality teams aiming to close HEDIS gaps using AI-powered evidence extraction
- Small clinics or solo practitioners needing a standalone prior auth tool
- Organizations without resources to adopt a comprehensive enterprise platform
- Teams requiring deep integration with niche EHR systems not yet supported
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Skip Cohere Health if you are a small clinic looking for a standalone prior auth tool without enterprise-wide integration.
Enterprise contract minimums may lock you into multi-year commitments, making it expensive for smaller organizations.
Pricing is contact-only, typical for enterprise health plan platforms. Compared to point solutions like Zelis (modular pricing) or Change Healthcare (per-claim fees), Cohere likely offers bundled enterprise contracts. It's best suited for large plans with budgets for comprehensive UM and payment integrity; smaller plans may find more affordable options in niche prior auth tools.
In short
Cohere Health — Clinical intelligence platform for prior authorization and payment integrity for health plans. Best for Health plans seeking to automate prior authorization and reduce admin costs, Organizations managing medical expense risk and payment integrity, Providers looking for faster care access and reduced administrative burden. Contact Sales pricing.
What's new in Cohere Health
Checked 12 days agoAcross the latest 5 updates: 3 launches and 2 news mentions.
Designing the future of payment integrity: Takeaways from HPRI 2026
Cohere shares insights from HPRI 2026 on how connected intelligence transforms payment integrity.
What agentic AI means for health plans: Insights from Gartner® 2026 Research
Cohere discusses how agentic AI can automate complex health plan workflows while maintaining human oversight.
How Cohere Surface puts payment integrity and claims teams in control
Cohere launches Cohere Surface, a tool to surface insights for payment integrity and claims teams.
Data mining 2.0: From finding errors to preventing them
Cohere introduces proactive data mining to prevent payment errors before they occur.
Driving proactive payment accuracy with Cohere Match™
Cohere launches Cohere Match, an AI tool for real-time claims and authorization matching.
Viability Score
How likely is Cohere Health to still be operational in 12 months? Based on 4 signals — momentum (how recently it shipped), wrapper dependency, revenue model, and web presence.
Last calculated: July 2026
How we score →Key Features
- AI-powered prior authorization automation with 85% real-time approvals
- Digitized care request workflow
- Inpatient and outpatient review guidance
- Automated payment integrity audits
- Pre-pay capabilities to prevent overpayments
- Appeals workflow with AI-assisted review
- Care management with rising-risk member alerts
- Quality measure gap closure (HEDIS)
- Claims operations rule automation
- Clinical evidence extraction for quality
- Root cause analysis for audit transparency
- Site-of-service change guidance
- Cohere Surface for payment integrity insights
- Cohere Match for real-time claims-authorization matching
- Proactive data mining to prevent payment errors
About Cohere Health
Cohere Health delivers Cohere Unify, a connected clinical intelligence platform that unifies utilization management, payment integrity, appeals, care management, quality, and claims operations for health plans and providers. Its domain-specific AI automates prior authorization with 85% real-time approvals, reduces admin costs by 47%, and speeds care access by 70%. Key features include AI-powered prior authorization, pre-pay payment integrity audits, appeals workflow with AI-assisted review, automated HEDIS gap closure, proactive data mining to prevent payment errors, and Cohere Surface for payment integrity insights. The platform maintains human-in-the-loop oversight, ensuring clinical judgment guides critical decisions. Compared to point solutions like Zelis or Change Healthcare, Cohere Unify offers an integrated, enterprise-grade system proven at scale with health plans like Humana and Geisinger.
Behind the Verdict
When to pick this: If you're a large health plan drowning in fragmented utilization management and payment integrity workflows, Cohere Unify is the rare platform that actually connects these functions. The 85% real-time prior authorization rate and 47% admin cost savings are backed by client testimonials from Humana and Geisinger. When to pass: Small clinics or solo practitioners will find the enterprise scope overwhelming and probably can't afford the custom pricing. Teams needing niche EHR integration not on the supported list should look elsewhere. Compared to point solutions like Zelis or Change Healthcare, Cohere's integration across UM, payment integrity, and quality gives it an edge for organizations that want a single source of truth. Real-world caveats: The platform requires significant organizational commitment to implement, and human oversight is always present—so 'fully automated' isn't quite the right description. Pricing is contact-only, so budgeting requires a demo call. We'd reach for this when we need an end-to-end clinical intelligence system that improves both financial and quality outcomes at scale.
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Real-world workflow fit
Concrete scenarios for the personas Cohere Health actually fits — and what changes day-one when you adopt it.
Automate prior authorization for musculoskeletal cases using Cohere's specialty-specific care management.
Outcome: Reduced turnaround time for approvals, with 85% processed in real-time, freeing clinicians for complex cases.
Use Cohere Surface to identify and prevent overpayments before claims are paid.
Outcome: 30% lift in auditor efficiency and 50% faster documentation, leading to 8-9x ROI from pre-pay interventions.
Deploy AI-powered clinical evidence extraction to close HEDIS gaps automatically.
Outcome: 5x return on investment for quality initiatives, with reduced manual chart review.
Use Cases
- Automate prior authorization requests to reduce manual review time.
- Deploy specialty-specific care management for musculoskeletal or cardiovascular cases.
- Leverage payment integrity tools like Auth Match to identify claim inaccuracies.
- Use Policy Studio to customize authorization criteria and clinical policies.
- Monitor and manage high-acuity claims with advanced audit capabilities.
- Integrate AI-driven decision support into existing EHR workflows via API.
Models Under the Hood
as of 2026-07-06
Limitations
- Pricing and specific integration details are not publicly available.
- The platform is likely gated behind enterprise contracts.
- The 85% real-time approval rate excludes submissions requiring clinician review.
- Smaller organizations may find the enterprise scope and required integration overhead a barrier.
as of 2026-06-30
Where the pricing makes sense
The company stage and team size where Cohere Health's pricing actually pencils out — and where peers do it cheaper.
Pricing is contact-only, typical for enterprise health plan platforms. Compared to point solutions like Zelis (modular pricing) or Change Healthcare (per-claim fees), Cohere likely offers bundled enterprise contracts. It's best suited for large plans with budgets for comprehensive UM and payment integrity; smaller plans may find more affordable options in niche prior auth tools.
Setup time & first value
How long it actually takes to get something useful out of Cohere Health — broken out by persona, not the marketing-page minute.
For health plans with existing EHR integrations (e.g., Epic, Cerner), initial setup can take 3-6 months including API configuration and policy customization. Providers can see faster care access within weeks of go-live for prior auth.
Switching to or from Cohere Health
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From legacy prior auth system: Cohere offers API-based integration to replace manual or paper-based workflows.
- →From point solution for payment integrity: Cohere Unify provides a single platform, reducing vendor management overhead.
- ↗To alternative enterprise platform: Data export through standard APIs; however, vendor lock-in may require custom migration scripts.
- ↗To niche prior auth tool: May involve shifting to a smaller vendor with less integration depth.
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