Penguin Ai develops a healthcare-native agentic AI operating system for payer and provider administrative workflows, including prior authorization, claims, appeals, medical coding, chart review, and eligibility verification. Its platform combines a Data Layer, Context Layer, and Ai Workforce with configurable human review.