MedAI Verdict
All comparisons

Amperos vs Penguin Ai

Penguin Ai is a platform sold to payers and providers. Its about page lists Intelligent UM for payer prior authorization, HCC Coding & Risk Adjustment and Intelligent RCM, the last described as pre-submission review and denial recovery in one loop, and it calls its output a recommendation, not a decision. Founded in 2024 in Palo Alto, it announced US$29.7M in funding on September 11, 2025, including a US$25M Series A led by Greycroft. The homepage figures, among them 10 million+ transactions and 96% accuracy across deployed AI Workers, are the vendor's, with no baseline cited.

Amperos's press release has its agents working denied claims through payer portals, and the vendor says its customer DOCS Dermatology Group recovered 24% more claims.

A payer's utilization management team buys Penguin Ai's UM product. A hospital RCM team on Epic FHIR or Cerner, the two EHR connections the about page names, that wants pre-submission review and denial recovery from one vendor fits Intelligent RCM. A dermatology group with a queue of denied claims fits Amperos.

Billing & coding · Reviewed November 2, 2026

AM

Amperos

by Amperos Health

Agentic AI that works denied insurance claims through payer portals and recovers provider revenue.

Penguin Ai logo

Penguin Ai

by Penguin Ai · founded 2024

Agentic AI for medical coding, HCC risk adjustment, prior authorization and claims for providers and payers.

When to pick each one

Amperos

  • Agents work denied claims through payer portals
  • Vendor says DOCS Dermatology Group recovered 24% more claims
Read the full Amperos review

Penguin Ai

  • Intelligent UM for payer prior authorization
  • Epic FHIR and Cerner connectors, HL7 and X12
  • Sandbox with synthetic data until a BAA is signed
Read the full Penguin Ai review

Score

Each row shows points earned of points available under the published rubric.

Amperos

41of 100

Competitive

Penguin Ai

40of 100

Competitive
Score by dimension for Amperos and Penguin Ai
DimensionAmperosPenguin AiDifference
HIPAA / SOC2 / BAA10 / 1010 / 100
EHR integrations (count)9.1 / 18.25.5 / 18.2+3.6
Top-3 EHR coverage (Epic / Oracle / Athena)5.6 / 85.6 / 80
Bidirectional write-back0 / 5.20 / 5.20
Peer-reviewed papers0 / 70 / 70
RCT / meta-analysis / systematic review0 / 30 / 30
Funding & adoption signal3 / 123 / 120
Pricing transparency3.3 / 6.53.3 / 6.50
Years in market0 / 63 / 6-3

Scroll horizontally to see every column.

How scores are computed

Pricing

Amperos

TierMonthlyAnnualNotes
Enterprisen/an/aNo public price.

Penguin Ai

TierMonthlyAnnualNotes
Enterprisen/an/aNo public price. Site CTA is "Talk to us".

Compliance and integrations

Documented from each vendor’s own pages.

SpecAmperosPenguin Ai
Free tierNo / unverifiedNo / unverified
HIPAAYesYes
SOC 2 Type IIYesYes
EHR integrationseClinicalWorks, athenahealth, NextGen, Epic, ModMed, DentrixEpic, Cerner
Foundedn/a2024
HQUSUS

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.