Penguin Ai vs Waystar
Utilization management at a health plan sends it to Penguin Ai, whose Intelligent UM handles prior authorization, concurrent and retro review and appeals for payers. A provider finance team looking at Waystar gets financial clearance, clinical integrity, revenue capture and analytics, and the vendor cites 1M+ providers.
Penguin also sells to providers, with HCC coding and a loop of pre-submission review and denial recovery over Epic FHIR and Cerner connectors, so denial recovery is where the two meet. A hospital revenue cycle team working a denial queue finds claim monitoring, denial recovery and remittance listed as one Waystar suite, and pre-submission review and denial recovery as one closed loop in Penguin's Intelligent RCM. The vendors' own pages give no basis to pick between them on that work. Waystar listed on Nasdaq in June 2024 and closed its purchase of Iodine Software for $1.25B (currency not stated) around October 1, 2025. Penguin Ai was founded in 2024 and announced US$29.7M in funding in September 2025, including a US$25M Series A led by Greycroft.
Billing & coding · Reviewed November 2, 2026

Penguin Ai
by Penguin Ai · founded 2024
Agentic AI for medical coding, HCC risk adjustment, prior authorization and claims for providers and payers.

Waystar
by Waystar
AI-powered healthcare payments platform for revenue cycle: eligibility, authorizations, claims, denials and patient payments (AltitudeAI).
When to pick each one
Penguin Ai
- Epic FHIR and Cerner connectors
- Intelligent UM for payer prior authorization
- HCC coding next to pre-submission claim review
Waystar
- Public company on Nasdaq since June 2024
- Eligibility, claims, denials and patient payments
- Enterprise contracts with no public price
Score
Each row shows points earned of points available under the published rubric.
Penguin Ai
40of 100
Waystar
33of 100
| Dimension | Penguin Ai | Waystar | Difference |
|---|---|---|---|
| HIPAA / SOC2 / BAA | 10 / 10 | 10 / 10 | 0 |
| EHR integrations (count) | 5.5 / 18.2 | 0 / 18.2 | +5.5 |
| Top-3 EHR coverage (Epic / Oracle / Athena) | 5.6 / 8 | 0 / 8 | +5.6 |
| Bidirectional write-back | 0 / 5.2 | 0 / 5.2 | 0 |
| Peer-reviewed papers | 0 / 7 | 0 / 7 | 0 |
| RCT / meta-analysis / systematic review | 0 / 3 | 0 / 3 | 0 |
| Funding & adoption signal | 3 / 12 | 12 / 12 | -9 |
| Pricing transparency | 3.3 / 6.5 | 3.3 / 6.5 | 0 |
| Years in market | 3 / 6 | 0 / 6 | +3 |
Scroll horizontally to see every column.
Pricing
Penguin Ai
| Tier | Monthly | Annual | Notes |
|---|---|---|---|
| Enterprise | n/a | n/a | No public price. Site CTA is "Talk to us". |
Waystar
| Tier | Monthly | Annual | Notes |
|---|---|---|---|
| Enterprise | n/a | n/a | No public price. Enterprise contracts. |
Compliance and integrations
Documented from each vendor’s own pages.
| Spec | Penguin Ai | Waystar |
|---|---|---|
| Free tier | ||
| HIPAA | ||
| SOC 2 Type II | ||
| EHR integrations | Epic, Cerner | Not specified |
| Founded | 2024 | n/a |
| HQ | US | US |
Scroll horizontally to see both columns.
Common questions
Open the full billing & coding comparison
Autonomous coding (CodaMetrix #1 KLAS 2026), denial prevention, prior-auth automation. The single fastest path to ROI in healthcare AI is RCM — these tools deliver it.
