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 Health | Rhyme | |
|---|---|---|
| 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
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
Compare against the rest of Prior Authorization
Deciding between these two?
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