Penguin AI

by Elion Health  · Based in United States → — AI platform for healthcare organizations to streamline workflows, automate repetitive tasks, and free up teams to focus on patient care.
Family Medicine Hospital Medicine Internal Medicine
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Overview

Penguin AI is an AI platform designed to revolutionize administrative tasks for healthcare providers and payers. It leverages custom-built healthcare language models, a robust LLM Ops framework, and secure data pipelines to automate repetitive tasks, boost operational efficiency, and reduce human error. The platform offers task-specific digital workers and pre-trained clinical language models to process prior authorization requests, scrub claims, support billing review, and triage denials while drafting appeals. It also includes governance and privacy features like protected health information (PHI) de-identification and audit trails.

Penguin AI aims to tackle the estimated $1 trillion administrative burden in healthcare by streamlining workflows and automating tasks such as medical coding, prior authorizations, claims adjudication, appeals management, risk adjustment, and medical chart summarization. The platform integrates with EHR systems and utilizes AWS services for scalable, HIPAA-aligned data processing. It is designed to augment human workforces with digital workers and can scale for future growth, unlocking new insights from data.

Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Key Features

  • Automated medical coding workflows
  • Prior authorization processing
  • Claims scrubbing and billing review
  • Denial triage and appeal drafting
  • Protected health information (PHI) de-identification
  • Audit trails
  • Custom-built healthcare language models
  • LLM Ops framework for model management
  • Secure data pipelines
  • Bias detection and correction algorithms
  • Real-time analytics for operational insights

Use Cases

  • Automating repetitive administrative tasks for providers and payers
  • Reducing administrative burden and improving coding accuracy for healthcare providers
  • Streamlining prior authorization workflows
  • Enhancing revenue cycle management operations
  • Summarizing patient medical records for physicians

What Physicians Need to Know

Key Capabilities
Penguin AI is a healthcare-native AI platform designed to automate repetitive administrative tasks for both payers and providers. It offers solutions for prior authorization, medical coding (CPT, ICD-10, HCPCS), claims adjudication, appeals management, risk adjustment, medical chart summarization, payment integrity, and revenue cycle management. [2, 3, 4, 5, 9] The platform utilizes custom-built healthcare language models, an LLM Ops framework for model management, and secure data pipelines. [2] It also features AI-powered digital workers and agents to streamline workflows and reduce human error. [2, 4]
Clinical Utility
For providers, Penguin AI transforms administrative tasks, aiming to reduce approval times, lower administrative costs, and ensure timely patient care. [2] Specific clinical utilities include Physician 360, which summarizes patient medical records into a snapshot for quick review before visits, and Enhanced Prior Authorization, which refines the prior authorization process for clinicians and insurers. [3] The platform supports clinical decision-making by automating repetitive tasks and streamlining workflows. [3]
Integration Options
Penguin AI is designed for enterprise container deployment on AWS and integrates with Electronic Health Records (EHRs) and practice management systems. [8] It connects to existing healthcare infrastructure, pulling clinical, claims, and policy data in real-time. [11] Specific integrations mentioned include Epic, Cerner/Oracle Health, Athenahealth, Surescripts, CoverMyMeds, Express Scripts PBM, CVS Caremark, UnitedHealthcare Portal, Aetna/CVS Health, Cigna Evernorth, BCBS Network, ClinicalTrials.gov, Veeva Vault CTMS, and Medidata Rave. [11] The platform will also offer its agentic AI solutions on the Snowflake Marketplace through Snowflake Native Apps. [4]
Compliance Status
The platform ensures compliance with de-identification tools for PII, PHI, and PCI, and includes bias detection and correction algorithms. [2] It is designed to be HIPAA-aligned and supports compliance across ICD-10, CPT, and NCCI edits with auditable rationale for code recommendations. [8] Penguin AI emphasizes a robust data foundation, governance, and security framework to navigate the complex and highly regulated healthcare industry. [4]
Pricing Model
Pricing for Penguin AI is custom and based on specific requirements and eligibility. Users need to request a private offer to receive a custom quote. [8]
User Experience
Penguin AI aims to augment the human workforce with digital workers, allowing healthcare professionals to focus on patient care. [2] It provides clear rationale for code recommendations, enabling transparency and auditability. [8] The platform is built to grow with organizations, offering flexible options from out-of-the-box digital workers to custom language model development. [2]
Support Quality
While specific details on support quality are not extensively detailed, Penguin AI emphasizes a 'human-in-the-loop' approach for complex cases in medical coding and prior authorization, suggesting a collaborative model where human expertise is supported by AI. [3, 8, 9]
Implementation Complexity
Penguin AI offers a flexible platform that can be adopted incrementally, from starting with out-of-the-box Digital Workers to refining Small Language Models on existing data, or creating new Language Models for specific tasks. [2] It is delivered as a container product on AWS, supporting deployment via Amazon EKS or Amazon ECS. [8] The platform is designed to lower the barrier to entry for integrating generative AI models and deploying digital agents. [3]
Evidence Base
Penguin AI leverages custom-built healthcare language models and machine learning. [2, 3] The company trains and validates its generative AI models with Ahavi, which provides secure access to de-identified data from over 5 million patients across the UPMC health system. [3] This allows for the refinement of models for various use cases, including Physician 360 and Enhanced Prior Authorization. [3] The models are designed to improve with every claim outcome and audit cycle. [8]
Physician Tip

Penguin AI focuses on automating administrative burdens, which can free up significant time for physicians to focus on direct patient care. The 'Physician 360' solution, which summarizes patient records, can be particularly useful for quickly grasping patient history before appointments, improving patient rapport and visit efficiency. The 'human-in-the-loop' design means that while AI handles routine tasks, physicians retain oversight and can intervene in complex cases, ensuring clinical judgment remains central. Consider starting with a 'dip a toe' approach by implementing an out-of-the-box digital worker for a high-volume administrative task to experience the benefits before a wider rollout.

Penguin AI boasts extensive integration capabilities with major EHR/EMR systems (Epic, Cerner, Athenahealth), claims and pharmacy feeds (Surescripts, CoverMyMeds), payer portals, and clinical trial registries. This broad connectivity is crucial for seamless data flow and maximizing the AI's effectiveness across various administrative workflows. The upcoming availability on Snowflake Marketplace as Snowflake Native Apps further enhances its integration potential within existing data ecosystems, allowing for deployment of fine-tuned healthcare LLMs and AI agents while keeping sensitive data within the customer's Snowflake account.

Details

Category Medical Billing & RCM, Prior Authorization
Pricing Unknown
  • Subscription-based platform with a core license scaled to hospital footprint and claim volume, plus modular add-ons
DeploymentCloud (AWS, container product supporting Amazon EKS or Amazon ECS)
Compliance
BAA AvailableUnknown AI-estimated
HIPAA CompliantUnknown AI-estimated
FDA Status Unknown AI-estimated

There is no such thing as a HIPAA-certified AI tool, as HHS does not endorse or recognize any HIPAA certification.
Integrations
EHR Not specified
Specialties Family Medicine, Hospital Medicine, Internal Medicine

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Clinical Value
Ease of Use
Integration
Support & Docs
Value for Money

Press & Coverage

New Market Pitch
What's funding like in the healthcare AI market right now?
Penguin AI secured $25M in Series A funding in September 2025, backed by Greycroft, to provide healthcare-native agentic AI for payer and provider administration, including claims, coding, prior authorization, and eligibility workflows.
2026-09
New Market Pitch
Healthcare AI Funding: A Quarter-by-Quarter Analysis
Penguin AI raised a $25M Series A round in September 2025 for its revenue cycle AI solutions, which focus on automating administrative tasks for healthcare payers and providers.
2026-09
Forbes
Where Healthcare AI Ambient Scribes Are Heading
Fawad Butt, CEO of Penguin AI, commented on the vulnerability of the AI scribe business to competition from hyper-scalers and EHR vendors, as AI scribes are becoming a standard feature in clinical environments.
2024-11
Elion Health
Coding Enablement Products - Elion Health
Penguin AI is an AI platform founded in 2024 with 11-50 employees, serving ambulatory practices, hospitals, health systems, health plans, and health IT, focusing on revenue cycle and prior authorization workflows.
unknown
Elion Health
Penguin AI Reviews, Pricing, Features & Integrations - Elion Health
Penguin AI is an AI platform designed for provider and payer revenue cycle and prior authorization workflows, offering task-specific digital workers and pre-trained clinical language models.
unknown
Elion Health
Revenue Cycle Automation Products - Elion Health
Penguin AI is listed as a revenue cycle automation product by Elion Health, providing AI solutions for prior authorization, claims scrubbing, billing review, and denial triage.
unknown
Elion Health
Denials Management Products - Elion Health
Penguin AI is featured among Elion Health's denials management products, utilizing AI to process prior authorization requests, scrub claims, support billing review, and triage denials while drafting appeals.
unknown
VC News Daily
Funded Companies List - Venture Capital and Private Equity Financings - VC News Daily
Penguin AI is listed among funded companies, indicating it has received venture capital or private equity financing.
unknown

Videos

Product demos, reviews, and walkthroughs for Penguin AI.

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Frequently Asked Questions

Penguin AI is an AI platform designed to automate complex administrative workflows in healthcare for both payers and providers. It leverages healthcare-trained AI models to streamline tasks such as medical coding, prior authorizations, claims adjudication, and revenue cycle management.
Penguin AI is designed with governance and security in mind, ensuring workflows comply with healthcare regulations and data privacy requirements. It includes de-identification tools for PII, PHI, and PCI, along with bias detection and correction algorithms. The platform is deployed on AWS, leveraging its services for scalable, HIPAA-aligned data processing.
While Penguin AI automates high-volume tasks, human oversight remains crucial for complex cases and clinical judgment. The platform uses a 'human-in-the-loop' approach, routing complex cases to human coders and specialists for review and validation.
While Penguin AI focuses on a broad range of administrative tasks, alternatives for specific functions include AI medical scribes like PatientNotes, Freed, Abridge, and Microsoft Dragon Copilot for clinical documentation. For broader AI agent platforms that automate various workflows, OmniMD AI Suite and Prosper AI are also available.
Penguin AI offers custom pricing options based on specific requirements and eligibility. Organizations need to request a private offer to receive a custom quote. While specific pricing isn't publicly available, it's generally offered as a subscription SaaS or usage-based SaaS model.
Yes, Penguin AI is designed for enterprise container deployment on AWS and integrates with Electronic Health Record (EHR) and practice management systems. This allows for scalable, secure, and compliant coding operations and improved revenue integrity.
Penguin AI aims to reduce administrative burdens such as medical coding, prior authorizations, claims adjudication, appeals management, risk adjustment, and medical chart summarization. By automating these tasks, it frees up clinical staff to focus on patient care.

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Suggest an Edit → | Last Verified: 2026-09-30 | First Added: 2026-09-30
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