Penguin Ai Tech Stack

AI automation for healthcare payers and providers

Software Development San Francisco, CA 11–50 employees Founded 2024 Privately Held

Penguin Ai builds agentic AI for healthcare administrative workflows—medical necessity letters, prior authorization, claims denials—targeting payers and provider systems. The stack (Epic, Cerner, HL7, FHIR, RAG, Claude, OpenAI, Gemini) reflects deep healthcare data integration; the project list (implementation playbooks, payer policy knowledge base, AI QA for medical necessity) shows they're operationalizing domain expertise rather than generic automation. Leadership is focused on implementations and go-to-market, with senior hiring dominance and a Head of Implementations role—typical of complex, multi-stakeholder B2B healthcare sales where customer success determines retention.

Tech Stack 19 technologies

Core StackSalesforce HubSpot Epic Systems RAG React Snowflake AWS OpenAI Figma Python FastAPI FHIR Claude Gemini Cerner HL7 ICD-10

AdoptingRAG Llama Mistral

What Penguin Ai Is Building

◆Challenges

Long sales cycles
Complex decision-making
Rfp gauntlets
Complex multi-stakeholder enterprise deployments
Scaling processes for growth
Reducing ar >90 days
Reducing denial rates
Reducing administrative costs
Soul-crushing workflows
Inefficient prior auth workflows

▲Active Projects

Client onboarding
Use case design
Adoption & growth
Go-to-market strategy
Build and scale implementation team
Develop implementation playbooks and kpis
Align customer goals with product roadmap
Ai qa for medical necessity letters
Payer policy knowledge base
Ai platform ui

Hiring Activity

Accelerating10 roles · 5 in 30d

Department

Engineering

Product

Data

Design

Ops

Sales

Security

Seniority

Senior

Mid

Lead

Notable leadership hires: Head of Implementations

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About Penguin Ai

Penguin Ai is a healthcare automation platform founded in 2024, headquartered in San Francisco with 11–50 employees. The company addresses administrative friction in health insurance payers and hospital systems by automating repetitive workflows—prior authorizations, claims processing, medical necessity determinations—using large language models trained on healthcare-specific data (medical codes, policy databases, clinical documentation standards). The platform integrates with existing EHR and claims systems (Epic, Cerner) via HL7 and FHIR, and runs inference on Claude, OpenAI, and Gemini. Their immediate focus is scaling customer implementations and reducing sales cycle friction, a persistent pain point in enterprise healthcare buying.

HeadquartersSan Francisco, CA

Company Size11–50 employees

Founded2024

Hiring MarketsUnited States, India

Frequently Asked Questions

What tech stack does Penguin Ai use?

Claude, OpenAI, Gemini for LLMs; Epic and Cerner for EHR integration; HL7 and FHIR for healthcare data standards; Snowflake for data warehousing; FastAPI and React for API and UI; AWS for infrastructure. Actively adopting Llama and Mistral.

What is Penguin Ai working on?

Client onboarding, implementation playbooks, AI QA for medical necessity letters, a payer policy knowledge base, platform UI, and go-to-market strategy. Also scaling the implementation team to support complex multi-stakeholder deployments.