Penguin Ai

Three workflow solutions

Intelligent UM covers prior authorization, concurrent, retrospective and appeals review for payers. HCC Coding & Risk Adjustment covers "HCC identification, medical coding, and documentation," governed by the customer's coding standards. Intelligent RCM is described as "pre-submission review and denial recovery as one closed loop," from claim ingestion to outcome reconciliation.

Gwen Studio builds an "Ai Worker" from a policy document, and the homepage mentions 100+ curated clinical skills, payer policy logic and HCC and ICD datasets. The about page glossary uses the word "recommendation" for the platform's output, which Penguin says keeps humans in charge.

Funding and founders

The company was founded in 2024, with coverage placing it in January, and is based in Palo Alto, California. Fawad Butt is co-founder and CEO, previously chief data officer at Kaiser Permanente, UnitedHealthcare and Optum. Kishore Ayyadevara is co-founder and chief AI officer.

Press coverage reports US$29.7M in funding, including a US$25M Series A led by Greycroft. The PR Newswire release announced it on September 11, 2025, and the HLTH listing is dated September 12. Investors named include UPMC Enterprises, Snowflake Ventures, SemperVirens, Horizon Mutual Holdings, Watershed Ventures, the California Health Care Foundation and existing backers ManchesterStory and Overwater Ventures.

Homepage numbers

The homepage claims "10 million+ transactions processed," "96% accuracy across deployed AI Workers" and "92% cases resolved without a human touch." It also claims 97% faster prior authorization reviews, 56% fewer denials on submission review and a 10x cost-to-serve reduction against legacy BPO. The homepage cites no baseline or study for any figure and names no customer beside them.

PubMed gives 40 hits for "Penguin Ai," and the first eight titles concern penguin biology, diabetes and LiDAR.

Connectors and compliance

The about page names Epic FHIR and Cerner, the standards HL7, FHIR R4, X12 and NCPDP, and "20+ connectors live on day one." Browser automation covers payer portals without APIs. HIPAA and SOC 2 are listed without a SOC 2 type, and the page mentions "HIPAA-aware audit logging." A sandbox with synthetic data is the only environment until a BAA is executed.

Price and the Gwen Studio sign-up

The site has no pricing page, and its call to action is "Talk to us." Gwen Studio carries its own "Sign up" link.

The verdict

Payers handling prior authorization and appeals are the first audience the about page lists, and an organization after a standalone coding product would be looking at one workflow of three inside a platform sold through "Talk to us."