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Penguin Ai Knowledge Hub

Insights for the
future of healthcare.

Articles, research, press, and announcements from the team building the infrastructure for autonomous clinical intelligence.

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Is This the System We Meant to Build?
Prior Authorization
Featured

Is This the System We Meant to Build?

CMS just released the data. An 80.7% Medicare Advantage appeal overturn rate. Only 11.5% of denials ever appealed. The bill for that gap is being paid in providers, patients, and payer rework.

Fawad Butt
7 min read
Read More
prior-authorization:Prior Authorization|administrative-burden:Administrative Burden|thought-leadership:Thought Leadership
/blog-author/fawad-butt
Penguin Ai Launches Intelligent RCM, Bringing Its AI Workforce to the Revenue Cycle
Revenue Cycle

Penguin Ai Launches Intelligent RCM, Bringing Its AI Workforce to the Revenue Cycle

Penguin Ai's Intelligent RCM brings AI workers to revenue cycle teams, connecting pre-submission claim review, denials and appeals recovery, and payment integrity in one workflow that shows the evidence behind every recommendation.

Penguin Ai
Sep 11, 2026
Read
revenue-cycle:Revenue Cycle|agentic-ai:Agentic AI|payment-integrity:Payment Integrity
/blog-author/penguin-ai
Penguin Ai Launches Intelligent Medical Coding and Intelligent Revenue Cycle Management Solutions in AWS Marketplace
AWS

Penguin Ai Launches Intelligent Medical Coding and Intelligent Revenue Cycle Management Solutions in AWS Marketplace

Penguin Ai's Intelligent Medical Coding and Intelligent RCM solutions are now available in AWS Marketplace, backed by a 90-day ROI guarantee and a 93 percent appeals overturn rate.

Penguin Ai
Sep 1, 2026
Read
aws:AWS|medical-coding:Medical Coding|revenue-cycle:Revenue Cycle
/blog-author/penguin-ai
Penguin Ai Launches Utilization Management and HCC Risk Adjustment Solutions in AWS Marketplace
AWS

Penguin Ai Launches Utilization Management and HCC Risk Adjustment Solutions in AWS Marketplace

Penguin Ai's Utilization Management and HCC Risk Adjustment solutions are now available in AWS Marketplace, compressing prior authorization turnaround from days to under 10 minutes.

Penguin Ai
Aug 19, 2026
Read
aws:AWS|hcc-coding:HCC Coding|prior-authorization:Prior Authorization
/blog-author/penguin-ai
Penguin Ai Adds Product and Commercial Leadership to Match Enterprise Scale
Leadership

Penguin Ai Adds Product and Commercial Leadership to Match Enterprise Scale

Penguin Ai appoints Dan Wu as Head of Product and Nate Kiely as Chief Revenue Officer, following rapid customer growth and the launch of its Gwen platform.

Penguin Ai
May 27, 2026
Read
leadership:Leadership|gwen:Gwen
/blog-author/penguin-ai
Is This the System We Meant to Build?
Prior Authorization

Is This the System We Meant to Build?

CMS just released the data. An 80.7% Medicare Advantage appeal overturn rate. Only 11.5% of denials ever appealed. The bill for that gap is being paid in providers, patients, and payer rework.

Fawad Butt
7 min read
Read
prior-authorization:Prior Authorization|administrative-burden:Administrative Burden|thought-leadership:Thought Leadership
/blog-author/fawad-butt
Penguin Ai Launches Prior Authorization and Medical Coding Solutions as Snowflake Native Apps on Snowflake Marketplace
Snowflake

Penguin Ai Launches Prior Authorization and Medical Coding Solutions as Snowflake Native Apps on Snowflake Marketplace

Penguin Ai brings two of healthcare's most administratively intensive workflows, prior authorization and medical coding, to Snowflake Marketplace as Native Apps.

Penguin Ai
Apr 7, 2026
Read
snowflake:Snowflake|prior-authorization:Prior Authorization|partnerships:Partnerships
/blog-author/penguin-ai
Penguin Ai Launches Gwen, a Build-Your-Own AI Platform for Healthcare Operations
Gwen

Penguin Ai Launches Gwen, a Build-Your-Own AI Platform for Healthcare Operations

New platform enables healthcare teams to build and deploy governed AI workflows in under 25 minutes, without heavy IT lift or long-term contracts.

Penguin Ai
Apr 1, 2026
Read
gwen:Gwen|platform:Platform|agentic-ai:Agentic AI
/blog-author/penguin-ai
HIMSS26: The Agentic Turn Is Real, and It Came With Receipts
Industry Events

HIMSS26: The Agentic Turn Is Real, and It Came With Receipts

If HIMSS25 was the year of slide-deck demos, HIMSS26 was the year of receipts — measurable outcomes, real deployments, and agentic AI moving from concept to operational reality.

Niki Panich
10 min read
Read
industry-events:Industry Events|agentic-ai:Agentic AI|thought-leadership:Thought Leadership
/blog-author/niki-panich
Healthcare Runs on Duct Tape and Exit Interviews
Administrative Burden

Healthcare Runs on Duct Tape and Exit Interviews

Healthcare ops teams see everything and control nothing. The patchwork has become the product — and the cost is being paid in burnout, write-offs, and patients waiting on a broken system.

Fawad Butt
8 min read
Read
administrative-burden:Administrative Burden|thought-leadership:Thought Leadership
/blog-author/fawad-butt
ViVE 2026: 4 Themes Through the Eyes of a CMO Data Geek
Industry Events

ViVE 2026: 4 Themes Through the Eyes of a CMO Data Geek

ViVE 2026 made it official: healthcare AI has moved from 'is this possible?' to 'how do we operationalize it?' Four themes that stood out from a CMO data perspective.

Niki Panich
9 min read
Read
industry-events:Industry Events|agentic-ai:Agentic AI|thought-leadership:Thought Leadership
/blog-author/niki-panich
CXOs: Stop Freezing And Start Leading On AI
Leadership
External

CXOs: Stop Freezing And Start Leading On AI

Penguin Ai CEO Fawad Butt writes for the Forbes Technology Council on why CXOs need to stop hesitating and start leading their organizations through the AI transition.

Forbes
Feb 2, 2026
Read
leadership:Leadership|thought-leadership:Thought Leadership|press-coverage:Press Coverage
Why 2026 could be the year of AI adoption
In the News
External

Why 2026 could be the year of AI adoption

Penguin Ai is featured in Chief Healthcare Executive on why 2026 represents the inflection point for enterprise AI adoption across health systems and payers.

Chief Healthcare Executive
Jan 28, 2026
Read
thought-leadership:Thought Leadership|press-coverage:Press Coverage
A Fresh Look at Governance and Technology in Healthcare
Data Governance
External

A Fresh Look at Governance and Technology in Healthcare

Penguin Ai is featured in PSQH (Patient Safety & Quality Healthcare) on the need to rethink governance as healthcare technology evolves toward agentic AI.

PSQH
Jan 26, 2026
Read
data-governance:Data Governance|thought-leadership:Thought Leadership|press-coverage:Press Coverage
Penguin Ai Launches HCC Coding and Risk Adjustment Solution on Snowflake Marketplace
Snowflake
External

Penguin Ai Launches HCC Coding and Risk Adjustment Solution on Snowflake Marketplace

Mobile Health Times covers the launch of Penguin Ai's HCC Coding and Risk Adjustment solution on Snowflake Marketplace.

Mobile Health Times
Jan 15, 2026
Read
snowflake:Snowflake|hcc-coding:HCC Coding|press-coverage:Press Coverage
The $1 Trillion Problem Nobody Talks About in Healthcare
Administrative Burden
External

The $1 Trillion Problem Nobody Talks About in Healthcare

Penguin Ai CEO Fawad Butt joins the Boombostic Health podcast to discuss why healthcare needs a real AI platform, not another LLM dressed up as one.

Boombostic Health
Jan 13, 2026
Read
administrative-burden:Administrative Burden|thought-leadership:Thought Leadership|press-coverage:Press Coverage
Penguin Ai Launches HCC Coding & Risk Adjustment Solution As Snowflake Native App On Snowflake Marketplace
Snowflake

Penguin Ai Launches HCC Coding & Risk Adjustment Solution As Snowflake Native App On Snowflake Marketplace

Penguin Ai's HCC Coding & Risk Adjustment solution arrives on Snowflake Marketplace as a Native App, elevating risk-adjustment performance with automated, context-aware diagnosis analysis.

Penguin Ai
Jan 12, 2026
Read
snowflake:Snowflake|hcc-coding:HCC Coding|partnerships:Partnerships
/blog-author/penguin-ai
AI in health care: 26 leaders offer predictions for 2026
In the News
External

AI in health care: 26 leaders offer predictions for 2026

Penguin Ai is featured alongside 25 other healthcare leaders in Chief Healthcare Executive's annual predictions piece on where AI in healthcare is headed in 2026.

Chief Healthcare Executive
Jan 2, 2026
Read
thought-leadership:Thought Leadership|press-coverage:Press Coverage
Optimizing Provider-Payer Workflow by Addressing Inefficiencies with Fawad Butt
In the News
External

Optimizing Provider-Payer Workflow by Addressing Inefficiencies with Fawad Butt

Empowered Patient Podcast covers Penguin Ai: Optimizing Provider-Payer Workflow by Addressing Inefficiencies with Fawad Butt.

Empowered Patient Podcast
Dec 17, 2025
Read
press-coverage:Press Coverage
Penguin Ai and FTI Unite Expertise to Deliver Next-Generation Revenue Cycle Performance
Revenue Cycle

Penguin Ai and FTI Unite Expertise to Deliver Next-Generation Revenue Cycle Performance

Penguin Ai and FTI Consulting team up to help healthcare providers strengthen revenue cycle performance and reduce administrative burden through AI-powered automation.

Penguin Ai
Dec 17, 2025
Read
revenue-cycle:Revenue Cycle|partnerships:Partnerships
/blog-author/penguin-ai
I Wrote the First Healthcare Data Governance Playbook. Now I’m Rewriting It for AI
Data Governance
External

I Wrote the First Healthcare Data Governance Playbook. Now I’m Rewriting It for AI

Healthcare Business Today covers Penguin Ai: I Wrote the First Healthcare Data Governance Playbook. Now I’m Rewriting It for AI.

Healthcare Business Today
Nov 24, 2025
Read
data-governance:Data Governance|press-coverage:Press Coverage
UPMC Enterprises partners with Penguin Ai for development of new healthcare models
UPMC
External

UPMC Enterprises partners with Penguin Ai for development of new healthcare models

Healthcare IT News covers Penguin Ai: UPMC Enterprises partners with Penguin Ai for development of new healthcare models.

Healthcare IT News
Nov 24, 2025
Read
upmc:UPMC|press-coverage:Press Coverage
The Digital Health Investor Talkshow - The Healthcare AI Arms Race with Steven Wardell & Fawad Butt
In the News
External

The Digital Health Investor Talkshow - The Healthcare AI Arms Race with Steven Wardell & Fawad Butt

Digital Health Investor Talkshow covers Penguin Ai: The Digital Health Investor Talkshow - The Healthcare AI Arms Race with Steven Wardell & Fawad Butt.

Digital Health Investor Talkshow
Nov 10, 2025
Read
press-coverage:Press Coverage
LLMs have their uses, but healthcare needs 'small language models' too, expert says
LLMs
External

LLMs have their uses, but healthcare needs 'small language models' too, expert says

Healthcare IT News covers Penguin Ai: LLMs have their uses, but healthcare needs 'small language models' too, expert says.

Healthcare IT News
Nov 10, 2025
Read
llm:LLMs|press-coverage:Press Coverage
HLTH Heard in the Halls: Fawad Butt on Leveraging AI Effectively in Healthcare
Industry Events
External

HLTH Heard in the Halls: Fawad Butt on Leveraging AI Effectively in Healthcare

HITea covers Penguin Ai: HLTH Heard in the Halls: Fawad Butt on Leveraging AI Effectively in Healthcare.

HITea
Nov 10, 2025
Read
industry-events:Industry Events|press-coverage:Press Coverage
LLMs Have Eaten the Internet — Now They’re Starving on Themselves
LLMs
External

LLMs Have Eaten the Internet — Now They’re Starving on Themselves

MedCity News covers Penguin Ai: LLMs Have Eaten the Internet — Now They’re Starving on Themselves.

MedCity News
Oct 30, 2025
Read
llm:LLMs|press-coverage:Press Coverage
Newsweek Pulse Check - Executive Perspectives on Key Industry Issues
In the News
External

Newsweek Pulse Check - Executive Perspectives on Key Industry Issues

Newsweek covers Penguin Ai: Newsweek Pulse Check - Executive Perspectives on Key Industry Issues.

Newsweek
Oct 30, 2025
Read
press-coverage:Press Coverage
Pittsburg Gazette - UPMC embraces AI in improving health care efficiency
UPMC
External

Pittsburg Gazette - UPMC embraces AI in improving health care efficiency

Pittsburgh Post-Gazette covers Penguin Ai: Pittsburg Gazette - UPMC embraces AI in improving health care efficiency.

Pittsburgh Post-Gazette
Oct 30, 2025
Read
upmc:UPMC|press-coverage:Press Coverage
Penguin Ai Announces Strategic Partnership with UPMC Enterprises to Advance Health Care AI Innovation
UPMC
External

Penguin Ai Announces Strategic Partnership with UPMC Enterprises to Advance Health Care AI Innovation

AiThority covers Penguin Ai: Penguin Ai Announces Strategic Partnership with UPMC Enterprises to Advance Health Care AI Innovation.

AiThority
Oct 17, 2025
Read
upmc:UPMC|partnerships:Partnerships|press-coverage:Press Coverage
Beckers Health IT - University Pittsburgh Medical Center partners with AI firm
In the News
External

Beckers Health IT - University Pittsburgh Medical Center partners with AI firm

Becker's Hospital Review covers Penguin Ai: Beckers Health IT - University Pittsburgh Medical Center partners with AI firm.

Becker's Hospital Review
Oct 17, 2025
Read
press-coverage:Press Coverage
Building a Platform for the Agentic AI Era of Healthcare
Agentic AI
External

Building a Platform for the Agentic AI Era of Healthcare

Healthcare Innovation covers Penguin Ai: Building a Platform for the Agentic AI Era of Healthcare.

Healthcare Innovation
Oct 17, 2025
Read
agentic-ai:Agentic AI|press-coverage:Press Coverage
What Trends Will You be Looking for at HLTH?
Industry Events
External

What Trends Will You be Looking for at HLTH?

HealthIT Answers covers Penguin Ai: What Trends Will You be Looking for at HLTH?.

HealthIT Answers
Oct 17, 2025
Read
industry-events:Industry Events|press-coverage:Press Coverage
Penguin Ai and UPMC Enterprises Partner to Enhance Health Care AI
UPMC
External

Penguin Ai and UPMC Enterprises Partner to Enhance Health Care AI

Investors Hangout covers Penguin Ai: Penguin Ai and UPMC Enterprises Partner to Enhance Health Care AI.

Investors Hangout
Oct 17, 2025
Read
upmc:UPMC|press-coverage:Press Coverage
How AI Startups Are Accelerating Innovation in Health Care
In the News
External

How AI Startups Are Accelerating Innovation in Health Care

UPMC Enterprises covers Penguin Ai: How AI Startups Are Accelerating Innovation in Health Care.

UPMC Enterprises
Oct 16, 2025
Read
press-coverage:Press Coverage
Penguin Ai Announces Strategic Partnership with UPMC Enterprises to Advance Health Care AI Innovation
UPMC

Penguin Ai Announces Strategic Partnership with UPMC Enterprises to Advance Health Care AI Innovation

Penguin Ai partners with UPMC Enterprises' Ahavi™ data platform to validate at least three healthcare AI solutions designed to strengthen the doctor-patient relationship and accelerate access to care.

Penguin Ai
Oct 16, 2025
Read
upmc:UPMC|partnerships:Partnerships
/blog-author/penguin-ai
The AI arms race between insurers, providers has begun
In the News
External

The AI arms race between insurers, providers has begun

Penguin Ai is featured in Healthcare Brew on the escalating AI arms race between insurers and providers, and what it means for the administrative middle.

Healthcare Brew
Oct 15, 2025
Read
thought-leadership:Thought Leadership|press-coverage:Press Coverage
Before HLTH Talks: Voices of Change – Fawad Butt
Industry Events
External

Before HLTH Talks: Voices of Change – Fawad Butt

Before HLTH Talks covers Penguin Ai: Before HLTH Talks: Voices of Change – Fawad Butt.

Before HLTH Talks
Oct 7, 2025
Read
industry-events:Industry Events|press-coverage:Press Coverage
The Health Care Blog Show - Penguin–The Flightless Bird of Health AI
In the News
External

The Health Care Blog Show - Penguin–The Flightless Bird of Health AI

The Health Care Blog covers Penguin Ai: The Health Care Blog Show - Penguin–The Flightless Bird of Health AI.

The Health Care Blog
Oct 7, 2025
Read
press-coverage:Press Coverage
Penguin Ai Raises $30M to Arm the AI Agent War
Funding
External

Penguin Ai Raises $30M to Arm the AI Agent War

Digital Health Wire covers Penguin Ai: Penguin Ai Raises $30M to Arm the AI Agent War.

Digital Health Wire
Sep 19, 2025
Read
funding:Funding|agentic-ai:Agentic AI|press-coverage:Press Coverage
Penguin Ai and UPMC Enterprises Partner to Accelerate AI Solutions Using Ahavi™ Data Platform
UPMC
External

Penguin Ai and UPMC Enterprises Partner to Accelerate AI Solutions Using Ahavi™ Data Platform

HIT Consultant covers Penguin Ai: Penguin Ai and UPMC Enterprises Partner to Accelerate AI Solutions Using Ahavi™ Data Platform.

HIT Consultant
Sep 18, 2025
Read
upmc:UPMC|press-coverage:Press Coverage
Penguin Ai Secures $29.7M to Automate Healthcare Administrative Workflows
Funding
External

Penguin Ai Secures $29.7M to Automate Healthcare Administrative Workflows

HIT Consultant covers Penguin Ai: Penguin Ai Secures $29.7M to Automate Healthcare Administrative Workflows.

HIT Consultant
Sep 18, 2025
Read
funding:Funding|administrative-burden:Administrative Burden|press-coverage:Press Coverage
Penguin Ai Raises $29.7M to Scale Healthcare Administrative Automation Platform
Funding
External

Penguin Ai Raises $29.7M to Scale Healthcare Administrative Automation Platform

HLTH covers Penguin Ai: Penguin Ai Raises $29.7M to Scale Healthcare Administrative Automation Platform.

HLTH
Sep 18, 2025
Read
funding:Funding|administrative-burden:Administrative Burden|press-coverage:Press Coverage
Penguin Ai Snags $30M to Simplify Prior Auth, Coding, and Claims
Funding
External

Penguin Ai Snags $30M to Simplify Prior Auth, Coding, and Claims

MedCity News covers Penguin Ai: Penguin Ai Snags $30M to Simplify Prior Auth, Coding, and Claims.

MedCity News
Sep 18, 2025
Read
funding:Funding|prior-authorization:Prior Authorization|press-coverage:Press Coverage
Mobi Health News - Penguin Ai secures $29.7M for administrative workflow platform
Funding
External

Mobi Health News - Penguin Ai secures $29.7M for administrative workflow platform

MobiHealth News covers Penguin Ai: Mobi Health News - Penguin Ai secures $29.7M for administrative workflow platform.

MobiHealth News
Sep 18, 2025
Read
funding:Funding|administrative-burden:Administrative Burden|press-coverage:Press Coverage
Penguin Ai: $29.7 Million Raised To Reduce Administrative Costs in Healthcare
Funding
External

Penguin Ai: $29.7 Million Raised To Reduce Administrative Costs in Healthcare

Pulse 2.0 covers Penguin Ai: Penguin Ai: $29.7 Million Raised To Reduce Administrative Costs in Healthcare.

Pulse 2.0
Sep 18, 2025
Read
funding:Funding|administrative-burden:Administrative Burden|press-coverage:Press Coverage
Penguin Ai Secures $29.7 Million in Funding
Funding
External

Penguin Ai Secures $29.7 Million in Funding

The SaaS News covers Penguin Ai: Penguin Ai Secures $29.7 Million in Funding.

The SaaS News
Sep 18, 2025
Read
funding:Funding|press-coverage:Press Coverage
Penguin Ai Strengthens Executive Leadership Team With New Chief Strategy Officer, Additional Key Hires and Advisors
Leadership

Penguin Ai Strengthens Executive Leadership Team With New Chief Strategy Officer, Additional Key Hires and Advisors

Following its Series A close, Penguin Ai adds Mark Caron as Chief Strategy Officer alongside new hires across partnerships, operations, and sales.

Penguin Ai
Sep 18, 2025
Read
leadership:Leadership
/blog-author/penguin-ai
Penguin Ai Secures $29.7M in Venture Funding to Tackle the $1 Trillion Administrative Burden in the Healthcare Industry
Funding

Penguin Ai Secures $29.7M in Venture Funding to Tackle the $1 Trillion Administrative Burden in the Healthcare Industry

Penguin Ai closes $29.7M in venture funding, including a $25M Series A led by Greycroft, to scale its healthcare-native AI platform for payers and providers.

Penguin Ai
Sep 11, 2025
Read
funding:Funding|administrative-burden:Administrative Burden
/blog-author/penguin-ai
Penguin Ai Accelerates Agentic AI for the Healthcare Industry with a Snowflake Ventures Investment
Funding

Penguin Ai Accelerates Agentic AI for the Healthcare Industry with a Snowflake Ventures Investment

Snowflake Ventures invests in Penguin Ai to bring agentic AI to healthcare, delivering secure, compliant digital workers and LLMs as Snowflake Native Apps.

Penguin Ai
Sep 11, 2025
Read
funding:Funding|snowflake:Snowflake|agentic-ai:Agentic AI|partnerships:Partnerships
/blog-author/penguin-ai
Why Healthcare Deserves Its Own AI Platform
Platform

Why Healthcare Deserves Its Own AI Platform

After decades buying generic analytics platforms that left healthcare an afterthought, it's time for an AI platform purpose-built for the industry's most complex workflows.

Fawad Butt
7 min read
Read
platform:Platform|thought-leadership:Thought Leadership
/blog-author/fawad-butt
Getting Your Data Ready For AI
Data Governance

Getting Your Data Ready For AI

Getting your data ready for AI is not just a technical challenge — it's an organizational one. A shift in mindset, processes, and governance that determines whether AI delivers measurable impact or operational risk.

Fawad Butt
7 min read
Read
data-governance:Data Governance|thought-leadership:Thought Leadership
/blog-author/fawad-butt

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