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

Pittsburgh, PA – October 16, 2025 — Penguin Ai, a healthcare artificial intelligence company, announced today a strategic data partnership with UPMC Enterprises, the innovation and commercialization arm of healthcare provider and insurer UPMC, to accelerate the advancement of cutting-edge AI models specifically designed for the healthcare industry.

Through this collaboration, Penguin Ai will access UPMC Enterprises' Ahavi™ data platform, which supplies secure, de-identified, customized test environments for the validation of new AI models to address critical challenges in healthcare workflows, operations, and patient outcomes. Within Ahavi, Penguin Ai will create and test at least three healthcare solutions designed to strengthen the doctor-patient relationship and facilitate timely access to care.

This partnership represents a significant step forward in our mission to revolutionize healthcare through AI. With UPMC Enterprises' support as both an investor in our company and as an early partner on their Ahavi data platform, we are well-positioned to build cutting-edge AI solutions that will benefit the entire healthcare ecosystem.
Fawad Butt, CEO, Penguin Ai

Inside the Ahavi Platform

Ahavi is fueled by primary source-verifiable, de-identified, real-world data, set in an easy-to-use portal that ensures security and compliance. Designed to accelerate innovation, the platform offers streamlined workflow and industry-leading analytical tools, prioritizing the delivery of comprehensive test environments for the training, validating, or fine-tuning of AI models capable of delivering actionable insights.

Think of Ahavi as a sandbox where researchers, innovators, and AI developers can road-test their solutions in a real-world setting that sits apart from actual clinical data infrastructure and does not involve healthcare operations. This allows for rigorous evaluation and validation in a fraction of the time of a traditional pilot study, enabling these products to reach patients faster.
Deepan Kamaraj, M.D., Ph.D., Director of Informatics and Analytics, UPMC Enterprises

Through the partnership with UPMC Enterprises, Penguin Ai will refine its domain-specific Small Language Models (SLMs) that the company can commercialize with prospective healthcare customers. UPMC selected Penguin Ai as one of their strategic partners because of their enterprise-grade platform, which is uniquely designed to support healthcare initiatives.

The First Two Solutions in Testing

Penguin Ai's first solution being trained and refined in the Ahavi environment is called Patient 360, which summarizes dense structured and unstructured patient medical records into a snapshot of relevant information so physicians can quickly review right before a clinical visit. The goal is to build patient rapport and make the most of the clinical visit time.

Penguin Ai's second solution using Ahavi is called Enhanced Prior Authorization and aims to refine the company's current prior authorization Small Language Model (SLM) and Agent to improve the overall process for clinicians, insurers, and ultimately, patients. The Agent uses AI models to distill and efficiently present information to skilled decision-makers. This "human-in-the-loop" approach balances the need to get quick answers to doctors and patients while ensuring those decisions are evidence-based and compassionate. Ahavi will help Penguin Ai expand their current Prior Auth Agent's ability to estimate the probability that a request will be accepted or denied, allowing physicians to review and attach appropriate claims documentation in real-time.

This partnership marks the beginning of a long-term collaboration between UPMC Enterprises and Penguin Ai, as both organizations work together to build patient and provider centered AI solutions that address the unique challenges of the healthcare industry.

We believe that the relationship with UPMC Enterprises provides a competitive moat for Penguin Ai by virtue of working with one of the largest academic medical centers and insurers in the country. Through Ahavi, Penguin Ai has the unique, holistic, real-world view necessary to create groundbreaking AI models that will transform healthcare workflows and improve outcomes for patients.
Robby Peters, Co-Founder and Managing Partner, SemperVirens Venture Capital

About UPMC Enterprises

UPMC Enterprises is the innovation, commercialization, and venture capital arm of UPMC, a nonprofit healthcare provider and insurer based in Pittsburgh. With an emphasis on translational sciences and digital solutions, UPMC Enterprises provides its portfolio companies and partners with capital, connections, and resources to develop solutions to healthcare's most complex problems.

About Penguin Ai

Penguin Ai is a healthcare AI company focused on transforming operations for healthcare payers and providers by leveraging cutting-edge generative AI technology. Its flagship platform combines task-specific Small Language Models (SLMs) and Agents with a full-service healthcare AI platform to streamline healthcare administration processes such as prior authorizations, claims processing, medical records summarization, and appeals management. Founded by the former Chief Data Officer of Kaiser Permanente, UnitedHealthcare, and Optum, Penguin Ai is on a mission to reduce the $1 trillion annual cost of healthcare administration inefficiencies.