Develop 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
| Develop Health | Rhyme | |
|---|---|---|
| Pricing model | Free to providers (funded by payers/pharma) · pharma-funded, free for prescribers | Not published · Network deal terms not public |
| Speed to go live | API integration into existing EHR workflow | EHR integration project plus payer connections |
| Automation model | Autonomous agents · automated benefit checks and PA submission | Data / network utility · payer-provider prior auth network |
| Built for | Small practices, Mid-size groups, Enterprise systems | Enterprise systems, Payers |
| Security posture | HIPAA | No certifications published |
| Company maturity | 4 yrs (est. 2022) | 12 yrs (est. 2014) |
| Financial backing | $17.6M · Series A | $57M · Venture-backed (Series B era) |
| Named customers | 4 named | 3 named |
| Published results | No public numbers | No public numbers |
| Documented integrations | 2 listed | EHR-agnostic |
| Third-party validation | None found | None found |
Bottom line
- Pick Develop Health if medication prior auths bottleneck your prescribers and you want end-to-end PA automation at no cost to the practice.
- 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.
Develop Health
AI benefit verification and prior auth for prescriptions
- Founded
- 2022
- HQ
- Menlo Park, CA
- Stage
- Series A
- Raised
- $17.6M
What it does
- Real-time benefit verification with plan-specific cost and coverage
- Predicts coverage and PA requirements at point of prescription
- Generates and submits prescription prior authorization packages
- Drafts appeals and manages denials automatically
- Returns structured coverage data into the prescriber's EHR
Where it's strong
- Purpose-built for prescription drug access (benefit checks plus medication PA), a narrower and deeper wedge than general prior auth vendors.
- Named traction with high-volume telehealth prescribers like Ro and LifeMD, where GLP-1 coverage friction makes the ROI easy to measure.
- Founders came from Canvas Medical and Rupa Health, so the product is built around real prescriber workflow integration rather than a standalone portal.
What buyers should weigh
- Total funding of $17.6 million and a 2022 founding date make this an early-stage vendor bet; assess team depth and support model before committing core volume.
- Public proof points are concentrated in telehealth and virtual care companies, so traditional health systems and pharmacies will find fewer reference customers.
- Scope is medications only; if you also need procedure, imaging, or DME prior auth, you will still need another vendor.
Named customers
Ro · LifeMD · Calibrate · Sunrise
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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