01 / Time stolen from care
15 hours
per week, per physician, on admin work
Healthcare runs on administrative burden. We're changing that.
Penguin Ai is the Operating System lifting administrative burden off the clinicians, coders, and operations teams who keep healthcare running.
Backed by leading healthcare & technology investors
0101234567890 million+
Transactions processed on the Penguin Ai Operating System.
Outcomes
Numbers your operations team actually feels.
01 · Prior Auth
97%
Faster PA reviews.
30 minutes to 4.
02 · RCM
56%
Fewer denials.
On submission review.
03 · Autonomy
92%
Cases resolved.
Without a human touch.
04 · Cost
10×
Cost-to-serve reduction.
Versus legacy BPO.
The cost of "normal"
02 / Decisions delayed
7 days
average prior authorization turnaround
03 / The system loses its people
1 in 4
clinical staff plan to leave the field
Decisions in minutes
Prior authorizations, eligibility checks, and claims reviews completed at the speed of care.
Clinical time returned
AI Workers carry the repetitive, so clinicians spend their hours on the art of medicine.
Enterprise governance built in
Every decision traceable, explainable, and audit-ready on day one.
One Operating System, every AI Worker
Fabric, Context Layer, and Gwen working together. No point solutions. No new integrations.
The new standard in healthcare administration
Healthcare administration can move at the speed of care.
Legacy systems get legacy results. Penguin Ai is built on a unified data foundation, governed by the policies your team has approved, and staffed by AI Workers that keep humans in the loop on every decision that matters.
Built for the people who keep healthcare running.
Penguin Ai works on both sides of the administrative boundary, because that is where the friction lives.
For Payers
Accelerate decisions. Protect plan integrity. Keep pace with member need.
Solutions for payers
For Providers
Recover revenue. Cut documentation time. Return clinicians to patient care.
Solutions for providers
For Home Health
Streamline intake. Automate OASIS compliance. Grow census without growing overhead.
Solutions for home health
For Everyone Else
The same super capability for life sciences, employers, government programs, brokers, and TPAs.
Solutions for everyone elseOne Operating System. Three coordinated layers.
Every AI Worker runs on the same foundation.
Most healthcare AI is a point solution. Solve one problem, inherit another integration. Penguin Ai is a unified Operating System where every AI Worker sits on the same data, operates under the same governance, and stays observable through the same Glassbox.
AI Workforce
The agentic workflow builder
The no-code builder for AI Workers. Your team deploys new workflows in weeks instead of quarters. Drag-and-drop logic, built-in human review checkpoints, and full Glassbox observability on every run.
Join the Gwen waitlistContext Layer
Reasoning and governance
Policy logic, clinical rules, payer requirements, enterprise guardrails. Every decision an AI Worker makes is grounded in the policies and evidence your team has approved.
Explore the Context LayerData Layer
The healthcare data foundation
Entity resolution, master data management, and longitudinal patient context at enterprise scale. Fabric unifies fragmented data across claims, clinical, and member systems so every AI Worker operates from one source of truth.
Explore FabricHealthcare leaders are betting on this.
96%
Accuracy across deployed AI Workers
10 hrs/wk
Clinical time returned to patient care
10M+
Transactions completed
Meet Gwen
Gwen is the healthcare Ai ecosystem. Describe any workflow in plain language and Gwen builds it; with 100+ curated clinical skills, payer policy logic, HCC and ICD datasets, and governance infrastructure already loaded. Pre-built Ai Workers spin up in 30 seconds. Custom apps in minutes.Explore Gwen
The Penguin Ai difference
The best healthcare AI is built by people who have run healthcare operations.
We ran data operations at the largest payers and provider systems in the country. We know where the friction lives because we lived in it. Penguin Ai is engineered for healthcare data at enterprise scale, governed for the complexity healthcare actually has, and tuned for the workflows your team runs every day.
Glassbox by design
Every determination an AI Worker makes arrives with its reasoning visible. Which policy matched. Which evidence supported it. Which reviewer signed off.
Human in the loop, always
AI Workers carry the rules-based and the repetitive. Your clinicians, coders, and operations leaders stay at the center of every workflow that calls for judgment.
Built for scale, governed for healthcare
Enterprise data governance is not a compliance checkbox. It is the foundation Penguin Ai was built on.
Our mission is operational
We built this because we lived it.
How it started
We ran data operations at the largest payer and provider organizations in the country. We inherited the spreadsheets, the manual processes, the institutional scar tissue that accumulates when organizations optimize for risk avoidance instead of patient outcomes. We watched ops teams build heroic workarounds for systems that should never have required them.
How it's going
So we built the Operating System we wished existed. One that runs on healthcare data at enterprise scale. One that keeps humans in the loop on every decision that calls for judgment. One that makes administrative burden invisible so clinicians can get back to the art of medicine. Penguin Ai is what operators build when they stop waiting for permission.
Questions leaders ask before deploying Penguin Ai
An AI Worker is a purpose-built agent that executes a specific healthcare workflow end-to-end, with defined human review checkpoints. Prior authorization review, claims adjudication, medical coding, chart summarization, eligibility verification, and more. Every AI Worker runs on the Penguin Ai Operating System and operates under your organization's governance.
See what Penguin Ai can take off your plate.
A conversation with our team starts with your operation, not our Operating System.
Stay close to the work.
Operator-focused dispatches on healthcare administration, AI Workers, and the teams building the future of payer and provider operations.