The massive medical nonprofit is paving the way for AI in clinical settings, but its use has received mixed feedback.

 

What happened

According to a Minnesota Public Radio news report, Mayo Clinic is in the midst of a legal battle with the clinic’s former research director and AI compliance lead, Traci Tamiko Eto. Eto filed a civil action suit against the organization in early July, alleging that she was retaliated against and fired after blowing the whistle on Mayo Clinic’s “rush” to incorporate AI in their operations, something she alleges put patient care and privacy at risk.

According to the Post Bulletin, Mayo Clinic has filed a memorandum to have the case dismissed. The memorandum is currently under review.

 

Going deeper

Eto joined the clinic in 2023 as Director of Research Operations, and was specifically tasked with AI compliance efforts and ensuring new technology was rolled out ethically and with patient privacy in mind. Eto raised concerns in 2024 to her supervisors, arguing that certain de-identification processes of patients had not been properly reviewed. Eto alleged that her supervisor said further review of the process would jeopardize the pace of research projects. Eto also reportedly raised other concerns about AI tools. These concerns were generally ignored. After several concerns were raised, Eto claims she began being excluded from meetings, was demoted, and then had her position ultimately eliminated.

 

What was said

Eto is represented by Artur Davis, a partner at the national law firm HKM Employment Attorneys LLC, who said that the case is significant because it concerns the confidentiality of patient data that large clinics hold. “If people care about the notion that AI has to be handled in a responsible manner, with integrity, and there have to be rules and guidelines, this is a case that should matter to you,” Davis said.

In a request for comment, Mayo’s communications director, Andrea Kalmanovitz, said, “Our research and clinical innovation are conducted in accordance with applicable laws and regulations and we remain steadfast in upholding the trust patients place in us and respecting their privacy.” Kalmanovitz declined to comment on this specific piece of litigation.

 

In the know

For a nonprofit healthcare organization, the Mayo Clinic does well financially. In 2025, the company profited approximately $1.5 billion, a 3% marginal profit, which is considered the “magic number” for financial sustainability. Nevertheless, in the same year, Mayo also closed six rural clinics, showing that even as they remain overall profitable, the organization has to consider the best use of money.

With financial and research-related goals, it’s easy to understand how AI may be beneficial for the company. According to the Future Healthcare Journal, AI can help with analyzing massive data sets, assist in drug discovery, and automate some administrative duties. However, AI comes with numerous concerns, especially for patient privacy, which is why Paubox developed a guide to help understand when AI could potentially violate privacy laws or lead to accidental disclosures.

 

What’s next

Eto is asking for the case to be brought to trial. She is also requesting back pay, front pay, lost benefits, coverage of litigation fees, and other forms of compensation. Even though the Mayo Clinic has requested to have the case dismissed, it’s very possible the case may still go to a trial or result in a settlement. Cases like these can be time-consuming, and it’s possible there will not be an update for several months as the motion is examined by the judge.

As the case develops, it could have repercussions on how AI is rolled out in the medical field. If the law sides with Eto, it could mean healthcare organizations have to more closely vet and review the AI tools they receive. If the law sides with Mayo Clinic, it will show that Mayo’s efficient role-out of AI tools is appropriate in the medical field.

 

FAQs

What does it mean to be a whistleblower and does Eto have any protections?

Whistleblowing refers to an individual reporting acts they believe could be illegal or in violation of safety. For instance, a whistleblower may report something potentially illegal at their job site to a regulatory authority or the police. According to the U.S. Department of Labor, employers cannot terminate an employee because of whistleblowing, however, some employers may still try to retaliate despite the legal precedent.

 

Did the Mayo Clinic break any privacy laws?

Currently, it’s not confirmed that Mayo Clinic participated in breaking any laws, privacy or otherwise. All claims are alleged, but if the judge believes they could be true, then they will likely seek out additional evidence. The use of AI in healthcare is largely uncharted territory, and legal cases like this could set the stage for how much vetting of AI tools is needed before they are fully utilized in healthcare or research settings.