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Cohere Health vs Rhyme

Two Prior Authorization vendors, side by side. Facts from public sources; judgments are ours.

At a glance

Derived from public facts · a rough scale, not a ranking

Cohere HealthRhyme
Pricing model

Enterprise contract (custom) · scoped by UM volume and model

Not published · Network deal terms not public

Speed to go live

deep payer UM integration, multi-month program

EHR integration project plus payer connections

Automation model

Software platform · AI-assisted utilization management decisioning

Data / network utility · payer-provider prior auth network

Built for

Payers

Enterprise systems, Payers

Security posture

HITRUST, HIPAA

No certifications published

Company maturity

7 yrs (est. 2019)

12 yrs (est. 2014)

Financial backing

$200M · Series C

$57M · Venture-backed (Series B era)

Named customers

3 named

3 named

Published results

Specific numbers public

No public numbers

Documented integrations

3 listed

EHR-agnostic

Third-party validation

None found

None found

Bottom line

  • Pick Cohere Health if you are a health plan replacing legacy utilization management with AI-driven prior auth at Humana-proven scale.
  • Pick Rhyme if you are a large health system or health plan that wants prior auth handled inside the EHR through a shared payer-provider network.

Cohere Health

Intelligent prior auth platform for payers

Founded
2019
HQ
Boston, MA
Stage
Series C
Raised
$200M

What it does

  • Automates prior auth intake, review, and approval for health plans
  • Auto-approves up to 90 percent of eligible auth requests
  • Applies evidence-based clinical policies and physician-facing nudges
  • Provider performance analytics to steer utilization management
  • Payment integrity claims validation via Cohere Validate
  • Delegated UM services across MSK, cardiology, imaging, sleep

Where it's strong

  • Proven at national scale: over 12 million prior auth requests a year across roughly 600,000 providers, including a nationwide Humana deployment.
  • High auto-approval rates (up to 90 percent) materially cut turnaround times and provider abrasion, which matters as CMS-0057 deadlines arrive.
  • Well capitalized at $200M raised and expanding beyond prior auth into payment integrity, reducing single-product risk.

What buyers should weigh

  • It sells to health plans, not providers; a provider organization only encounters Cohere through a payer that has adopted it.
  • Much of its track record is concentrated in the Humana relationship, so plans of smaller size should ask for comparable references.
  • Delegated UM and clinical policy alignment make implementations substantial projects with real compliance and integration work, not a light SaaS install.

Named customers

Humana · Geisinger Health Plan · Medical Mutual of Ohio

Integrations

Rhyme network for provider-side connectivityHealth plan UM and claims systemsFHIR-based APIs supporting CMS-0057 compliance
Full Cohere Health profile →

Rhyme

Connecting payers and providers for touchless auths

Founded
2014
HQ
Columbus, OH
Stage
Venture-backed (Series B era)
Raised
$57M

What it does

  • Submits and tracks prior auths inside provider EHR workflows
  • Connects providers and payers on one shared auth network
  • Touchless auth processing with real-time payer decisions
  • Gold carding programs that waive auths for trusted providers
  • Shared payer-provider dashboard for auth status and collaboration

Where it's strong

  • A working two-sided network: 80 to 90 of the largest health systems and over 300 payers processing 4 to 5 million auths a year.
  • Auths run inside the EHR workflow staff already use, so adoption requires little retraining.
  • Its gold carding model removes prior auth entirely for high-performing providers rather than just speeding up submissions.

What buyers should weigh

  • Rhyme is connectivity and workflow, not a clinical decision engine; payers still need their own UM review stack (its Medical Mutual deal paired it with Cohere for exactly that reason).
  • Value depends on payer overlap; auths for payers outside the network fall back to portals, fax, and phone.
  • At roughly $57M raised and a modest team, it is a smaller vendor than RCM incumbents like Availity or Waystar, so weigh long-term durability and roadmap capacity.

Named customers

Medical Mutual of Ohio · Norton Healthcare · Ohio Hospital Association

Integrations

EHR-agnostic, embedded in existing EHR workflowsMicrosoft Dragon Copilot (touchless auth at point of care)Direct connections to 300+ payers
Full Rhyme profile →

Compare against the rest of Prior Authorization

Deciding between these two?

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