Penguin Ai
Penguin Ai is a Palo Alto-based healthcare AI company (founded 2024) that builds an agentic AI Operating System of pre-built digital workers for prior authorization, medical coding, HCC risk adjustment, and revenue cycle automation, serving health plans, providers, and home health agencies.
- Company typePrivate
- Founded2024
- HeadquartersPalo Alto, United States
- Headcount51–100
- GTM typeB2B
- OfferingSoftware
Penguin Ai firmographics
Firmographics- Name
- Penguin Ai
- Legal name
- Penguin Ai Corp.
- Website
- https://penguinai.co
- Company type
- Private
- Founded year
- 2024
- Operating status
- Operating
- Headcount range
- 51–100 employees
- Short description
- Penguin Ai is a Palo Alto-based healthcare AI company (founded 2024) that builds an agentic AI Operating System of pre-built digital workers for prior authorization, medical coding, HCC risk adjustment, and revenue cycle automation, serving health plans, providers, and home health agencies.
- Ownership category
- akta.pro rank
Penguin Ai industry classification
Industry- Product category
- Healthcare AI Administration Software
- NAICS
- Software Publishers (51321)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro primary industry
- AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ)
- akta.pro secondary industries
- Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent) (HDAAACAF), End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA), AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF), Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG)
Keywords
Where Penguin Ai is headquartered
LocationHeadquarters
- HQ city
- Palo Alto
- HQ country
- United States
- HQ region
- North America
Offices3 records
Markets served
Penguin Ai business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations
Revenue model
- Enterprise SaaS Subscription: Annual or multi-year subscription licensing for the Operating System platform including Data Layer, Context Layer, and Ai Workforce. Pricing based on workflow volume and organization size. Quote-based for enterprise deployments.
- Snowflake Native Apps: AI workers distributed as Snowflake Native Apps through Snowflake Marketplace. Revenue generated through Snowflake Marketplace commercial framework with data staying within customer environments.
- Gwen Platform: Build-your-own AI platform with free tier and $10 starting credits. Premium tiers for higher usage volumes and enterprise features including custom workers and additional API endpoints.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Pay-as-you-go | Free tier with $10 credits |
| Subscription | Annual | Enterprise subscription |
Go-to-market motion5 records
Distribution channels4 records
Marketing channels10 records
Penguin Ai product offering
Product offeringCore offering
Penguin Ai builds an agentic AI Operating System for healthcare administration composed of three layers — a Data Layer (healthcare data foundation with entity resolution and longitudinal context), a Context Layer (policy reasoning and governance), and an Ai Workforce (agentic execution layer). It sells pre-built AI Workers and end-to-end workflow solutions covering prior authorization, utilization management, claims pre-submission and denial recovery, HCC risk-adjustment coding, medical coding, home health coding, and Patient 360. The company also offers Gwen, a build-your-own AI platform with a no-code Studio and Python SDK for creating custom AI Workers, and distributes Snowflake Native Apps through Snowflake Marketplace.
Product overview
Penguin Ai offers a unified three-layer agentic AI Operating System for healthcare administration, consisting of the Data Layer (healthcare data foundation with entity resolution and longitudinal context), Context Layer (policy reasoning and governance), and Ai Workforce (execution layer with pre-built Workers). The platform provides end-to-end workflow solutions including Intelligent UM (prior authorization, concurrent/retro review, appeals), Intelligent RCM (claims pre-submission and denial recovery), HCC Coding & Risk Adjustment, Medical Coding, Home Health Coding, and Patient 360. Gwen is the no-code/Python SDK builder for custom Ai Workers with 100+ pre-built skills. Snowflake Native Apps enable deployment within Snowflake environments. CLAF is the cognitive load standard for healthcare interfaces. The platform targets payers, providers, home health agencies, and adjacent healthcare organizations.
Differentiator
Problem solved
Functional benefit
Brands
- Gwen: A build-your-own AI platform enabling healthcare organizations to design, deploy, and scale digital workers across administrative workflows in under 25 minutes using plain-language prompts, featuring 100+ pre-built clinical digital workers.
- CLAF
Products and services
- Penguin Ai Operating System Three-layer agentic AI operating system for healthcare administration that unifies the Data Layer (healthcare data foundation), Context Layer (policy reasoning and governance), and Ai Workforce (execution layer) into a single platform for payers and providers.
- Intelligent UM End-to-end utilization management solution for health plans covering prior authorization, concurrent review, retrospective review, appeals, and grievances on one closed loop, automating documentation hunting, criteria lookups, and evidence assembly.
- Intelligent RCM Pre-submission review and denial recovery solution that evaluates claims across structural, clinical, coding, eligibility, authorization, policy, and denial-risk domains before submission, with ERA 835 ingestion and AI-scored appeal packet assembly.
- HCC Coding & Risk Adjustment Prospective capture and retrospective recovery solution for HCC risk adjustment with chart review for supportable HCCs, MEAT evidence assembly, CMS-HCC V24 and V28 fluency, and RADV-ready provenance for every code.
- Medical Coding Documentation review, code suggestion, NCCI validation, CDI query management, and pre-submission validation supporting outpatient, inpatient, surgical, professional, and facility coding with payer-specific medical necessity and modifier rules.
- Home Health Coding OASIS chart review, ICD-10 coding, PDGM case-mix scoring, and plan-of-care reconciliation for home health agencies with native integration to leading home health EMRs.
- Patient 360 Unified member or patient profile assembled from every connected system across eligibility, clinical history, claims, prior authorization chain, and care management, with resolved entities and longitudinal history for reviewers, care managers, and operations teams.
- Gwen Build-your-own AI platform with a no-code Studio and Python SDK for designing, deploying, and scaling AI Workers across administrative healthcare workflows using plain-language prompts, shipping with 100+ pre-built clinical skills, 72K+ ICD-10 codes, 265+ payer policies, and 30+ API endpoints, available on a freemium model.
- Snowflake Native Apps Healthcare AI Workers packaged as Snowflake Native Apps distributed through Snowflake Marketplace, including Snowflake Medical Coding for providers, Snowflake HCC Coding for health plans and risk-bearing organizations, and Snowflake Prior Authorization for health plans, all running inside customer Snowflake accounts with data remaining in the environment.
Quantifiable outcome
- Prior authorization reviews reduced from 30 minutes to 4 minutes (97% faster)
- +6 more outcomes
Companies that use Penguin Ai
Customer profileNamed customers2 records
Segments7 records
Ideal customer profiles5 records
Penguin Ai technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration12 records
AI capability9 records
Feature8 records
Penguin Ai partnerships and signals
Strategic signalPartnerships
Four partnerships are on record, tiered core and flagship.
- Snowflake MarketplacecorePrior Authorization and Medical Coding Snowflake Native Apps available on Snowflake Marketplace. Enables health plans and providers to apply healthcare-focused AI directly to governed clinical data without moving it off Snowflake's platform.
- FTI ConsultingcoreCollaboration integrating Penguin AI platform into FTI Consulting's revenue cycle management transformation work. Aims to optimize claims management, reduce rework, and enhance operational efficiency for healthcare providers. FTI gains access to Penguin AI's purpose-built healthcare AI capabilities.
- UPMC EnterprisesflagshipStrategic data partnership to develop healthcare AI models leveraging UPMC's Ahavi platform for testing and validation. Collaboration includes development of Patient 360 and Enhanced Prior Authorization solutions to improve healthcare workflows and patient outcomes.
- SnowflakecoreSnowflake Native Apps partnership where Penguin AI solutions run inside customer Snowflake accounts. Data stays within Snowflake environments without egress. Partnership reinforces Snowflake's position as AI application backbone for regulated industries.
Scale indicators12 records
Recent moves6 records
Expansion highlights6 records
Penguin Ai competitors and assessment
Company assessmentDirect peers
- Cohere Health: Cohere Health is a healthcare AI company focused on prior authorization, utilization management, and clinical intelligence for payers and providers, making it a direct competitor to Penguin Ai's Intelligent UM solution.
- AKASA: AKASA builds autonomous AI agents for healthcare revenue cycle management, directly competing with Penguin Ai's Intelligent RCM and Ai Workforce offerings across claims, denials, and patient access workflows.
- CodaMetrix: CodaMetrix applies AI to medical coding, CDI, and HCC capture for health systems, directly overlapping Penguin Ai's Medical Coding, HCC Coding & Risk Adjustment, and AI Workers for coding workflows.
- Anterior: Anterior is an AI prior authorization platform for health plans, directly competing with Penguin Ai's Prior Authorization Ai Worker and Intelligent UM solution for payer customers.
- Waystar: Waystar is a healthcare revenue cycle management platform covering claims, denials, and patient payments, making it a broad direct peer to Penguin Ai's Intelligent RCM and pre-submission review workflows.
Emerging players
- SmarterDx: SmarterDx uses AI for clinical documentation integrity and revenue integrity at health systems, partially overlapping Penguin Ai's Medical Coding, HCC capture, and RCM denial recovery workflows.
Broad incumbents
- Evolent Health: Evolent Health partners with payers and providers on value-based care administration, specialty care management, and utilization management, providing overlapping capabilities to Penguin Ai's Intelligent UM and payer solutions.
- R1 RCM: R1 RCM is a major end-to-end revenue cycle management vendor serving large health systems, overlapping with Penguin Ai's Intelligent RCM and pre-submission review workflows as a much larger, established competitor.
- Optum: Optum (UnitedHealth Group) is the largest healthcare data, analytics, and administrative services platform, providing overlapping payer/provider AI, RCM, and population health capabilities against which Penguin Ai directly competes.
- Health Catalyst: Health Catalyst provides enterprise data and analytics infrastructure for health systems, with overlap on Penguin Ai's Data Layer entity resolution and longitudinal patient context, plus adjacent analytics for RCM and population health.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks5 records
Key highlights7 records
Customer concentration
Penguin Ai social profiles
Digital presencePenguin Ai compliance and trust
Trust signalCompliance3 records
Penguin Ai financial estimates
Financial estimateRevenue estimate
Valuation estimate
Penguin Ai leadership team
Management profileNumber of profiles
Profiles7 records
Penguin Ai funding detail
Funding detailFunding overview
Funding rounds4 records
Investors13 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Penguin Ai M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Penguin Ai
What does Penguin Ai do?
Penguin Ai builds an agentic AI Operating System for healthcare administration composed of three layers — a Data Layer (healthcare data foundation with entity resolution and longitudinal context), a Context Layer (policy reasoning and governance), and an Ai Workforce (agentic execution layer). It sells pre-built AI Workers and end-to-end workflow solutions covering prior authorization, utilization management, claims pre-submission and denial recovery, HCC risk-adjustment coding, medical coding, home health coding, and Patient 360. The company also offers Gwen, a build-your-own AI platform with a no-code Studio and Python SDK for creating custom AI Workers, and distributes Snowflake Native Apps through Snowflake Marketplace.
Is Penguin Ai a public or private company?
Penguin Ai is a private company. It is classified as venture growth investor backed and is currently operating.
When was Penguin Ai founded?
Penguin Ai was founded in 2024. It employs 51 to 100 people.
Where is Penguin Ai based?
Penguin Ai is headquartered in Palo Alto, United States, in the North America region.
How does Penguin Ai make money?
Three revenue lines are on record. Enterprise SaaS Subscription is the primary driver. The others are snowflake Native Apps and gwen Platform.
Who are Penguin Ai's main competitors?
Direct peers on record are Cohere Health, AKASA, CodaMetrix, Anterior and Waystar. SmarterDx is listed as an emerging player. Broad incumbents are Evolent Health, R1 RCM, Optum and Health Catalyst.
Does Penguin Ai have an API?
Yes. Penguin Ai offers a Python SDK for Gwen, allowing engineering teams to build custom Ai Workers programmatically. The SDK uses the same versioned skills, audit trail, and evidence model as the no-code Studio surface. Additionally, the platform provides access to 30+ API endpoints for healthcare data integration. Output formats supported include X12, FHIR R4, NCPDP, and flat formats for direct integration with existing downstream systems.
What industry is Penguin Ai in?
Penguin Ai's product category is Healthcare AI Administration Software. Its primary akta.pro industry code is HDAEANAJ, AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs), with a secondary code of HDAAACAF, Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent). Its NAICS code is 51321 and its SIC code is 7372.