Top Ten Legal Considerations for Use and/or Development of Artificial Intelligence in Health Care – JD Supra
The purpose of this article is to provide an overview of the top ten legal issues that health care providers and health care companies should consider when using and/or developing artificial intelligence (AI). In particular, this article summarizes, in no particular order:
Thats a long list. However, we will attempt to break down these considerations and briefly summarize them as described below.
1. Statutory, Regulatory and Common Law Requirements
Regardless of whether you encounter AI as a health care provider or a developer (or both), there are statutory, regulatory and common law requirements that may be implicated when considering AI in the health care space. Depending on the functionality that the AI is discharging, there could be state and federal laws that require a health care provider or an AI developer to seek licensure, permits and/or other registrations (for example, AI may be employed in a way that requires FDA approval if it provides diagnosis without a health care professionals review). Additionally, as AI functionality expands (and potentially replaces physicians in the provision of physician services), the question may be raised as to how these services are regulated, and whether the provision of such services would be considered the unlicensed practice of medicine or in violation of corporate practice of medicine prohibitions.
2. Ethical Considerations
Where health care decisions have been almost exclusively human in the past, the use of AI in the provision of health care raises ethical questions relating to accountability, transparency and consent. In the instance where complex, deep-learning algorithm AI is used in the diagnosis of patients, a physician may not be able to fully understand or, even more importantly, explain to his or her patient the basis of their diagnosis. As a result, a patient may be left not understanding the status of their diagnosis or being unsatisfied with the delivery of their diagnosis. Further, it may be difficult to establish accountability when errors occur in diagnosis as a result of the use of AI. Additionally, AI is not immune from algorithmic biases, which could lead to diagnosis based on gender or race or other factors that do not have a causal link to the diagnosis.
3. Reimbursement Issues
The use of AI in both patient care and administrative functions raises questions relating to reimbursement by payors for health care services. How will payors reimburse for health care services provided by AI (will they even reimburse for such services)? Will federal and state health care programs (e.g., Medicare and Medicaid) recognize services provided by AI, and will AI impact provider enrollment? AI has the potential to affect every aspect of revenue cycle management. In particular, there are concerns that errors could occur when requesting reimbursement through AI. For example, if AI is assisting providers with billing and coding, could the provider be at risk of a False Claims Act violation as a result of an AI error? In the inevitable event that an error occurs, it may be ambiguous as to who is ultimately responsible for such errors unless clearly defined contractually.
4. Contractual Exposure
5. Torts and Private Causes of Action
If AI is involved in the provision of health care (or other) services, both the developer and provider of the services may have liability under a variety of tort law principles. Under theories of strict liability, a developer may be held liable for defects in their AI that are unreasonably dangerous to users. In the case of design defects, a developer may be held liable if the AI is inadequately planned or unreasonably hazardous to consumers. At least for the near term, the AI itself probably will not be liable for its acts or omissions (but recognize that as AI evolves, tort theories could also evolve to hold the AI itself liable). As a result, those involved in the process (the developer and provider) will likely have exposure to liability associated with the AI. Whether the liability is professional liability or product liability will likely depend on the functions the AI is performing. Further, depending on how the AI is used, a provider may be required to disclose the use of AI to their patients as a part of the informed consent process.
6. Antitrust Issues
The Antitrust Division of the Department of Justice (the DOJ) has made remarks regarding algorithmic collusion that may impact the use of AI in the health care space. While acknowledging the fact that algorithmic pricing can be highly competitive, the DOJ has acknowledged that concerted action to fix prices may occur when competitors have a common understanding to use the same software to achieve the same results. As a result, the efficiencies gained by using AI with pricing information, and other competitive data, may be offset by the antitrust risks.
7. Employment and Labor Considerations
The use of AI in the workforce will likely impact the structure of employment arrangements as well as employment policies, training and liability. AI may change the structure of the workforce by increasing the efficiencies in job performance and competition for those jobs (i.e., less workforce members are necessary when tasks are performed more quickly and efficiently by AI). However, integration of AI into the workforce also may create new bases for litigation and causes of actions based on discrimination in hiring practices. If AI is used in making hiring decisions, how can you ensure decisions based on any discriminatory characteristics are removed from the analysis? AI also may affect the terms of the employment and independent contractor contractual agreements with workforce members, particularly with respect to ownership of intellectual property, restrictive covenants and confidentiality.
8. Privacy and Security Risks
Speaking of confidentiality, the use and development of AI in health care poses unique challenges to companies that have ongoing obligations to safeguard protected health information, personally identifiable information and other sensitive information. AIs processes often require enormous amounts of data. As a result, it is inevitable that using AI may implicate the Health Insurance Portability and Accountability Act (HIPAA) and state-level privacy and security laws and regulations with respect to such data, which may need to be de-identified. Alternatively, an authorization from the patient may be required prior to disclosure of the data via AI or to the AI. Further, AI poses unique challenges and risks with respect to privacy breaches and cybersecurity threats, which has an obvious negative impact on patients and providers.
9. Intellectual Property Considerations
It is of particular importance for AI developers to preserve and protect the intellectual property rights that they may be able to assert over their developments (patent rights, trademark rights, etc.) and for users of AI to understand the rights they have to use the AI they have licensed. It also is important to consider carefully who owns the data that the AI uses to learn and the liability associated with such ownership.
10. Compliance Program Implications
As technology evolves, so should a providers compliance program. When new technology such as AI is introduced, compliance program policies and procedures should be updated based on the new technology. In addition, it is important that the workforce implementing and using the AI technology is trained appropriately. As in a traditional compliance plan, continual monitoring and evaluation should take place and programs and policies should be updated pursuant to such monitoring and changes in AI.
We predict that as the use and development of AI grows in health care, so will this list of legal considerations.
See more here:
Top Ten Legal Considerations for Use and/or Development of Artificial Intelligence in Health Care - JD Supra
- Heading Into the Heart of Q2, These Are the 3 Artificial Intelligence (AI) Stocks I Want to Own - The Motley Fool - April 17th, 2026 [April 17th, 2026]
- The Biggest Risk to Your Artificial Intelligence (AI) Stocks Isn't AI Itself. It's $100+ Oil. - The Motley Fool - March 30th, 2026 [March 30th, 2026]
- If I Had $10,000 to Invest in Artificial Intelligence (AI) Right Now, I'd Split It Between These 3 Stocks - Yahoo Finance - March 30th, 2026 [March 30th, 2026]
- 3 Artificial Intelligence (AI) Stocks That Could Help Set You Up for Life - Yahoo Finance - March 30th, 2026 [March 30th, 2026]
- 3 Artificial Intelligence (AI) Stocks That Could Help Set You Up for Life - The Motley Fool - March 30th, 2026 [March 30th, 2026]
- Artificial Intelligence: Reality Versus Hype (Opinion) - Education Week - March 30th, 2026 [March 30th, 2026]
- Tech Days returns to UNM with focus on artificial intelligence, innovation - UNM Newsroom - March 30th, 2026 [March 30th, 2026]
- Artificial intelligence and climate migration equity - Nature - March 30th, 2026 [March 30th, 2026]
- Your Artificial Intelligence (AI) Portfolio Probably Looks Very Different Than It Did 6 Months Ago. Here's Why That's OK. - The Motley Fool - March 30th, 2026 [March 30th, 2026]
- The genies out of the bottle: Little signs artificial intelligence education bill - Idaho Education News - March 30th, 2026 [March 30th, 2026]
- This Artificial Intelligence (AI) Stock Could Handily Outperform Management's Own Guidance. Buy It Now. - The Motley Fool - March 30th, 2026 [March 30th, 2026]
- Artificial intelligence will see you now: Bots to prescribe mental health drugs - New York Post - March 30th, 2026 [March 30th, 2026]
- Artificial Intelligence in Defence Market: Size, Trends, Growth Drivers, and Future Outlook (2026 to 2035) - openPR.com - March 30th, 2026 [March 30th, 2026]
- Area educators address growing student reliance on artificial intelligence - 910news.com - March 30th, 2026 [March 30th, 2026]
- Harnessing Artificial Intelligence to Deliver Growth Mindset Education in a Pre-matriculation Curriculum for Incoming Medical Students - Cureus - March 30th, 2026 [March 30th, 2026]
- Artificial Intelligence in Obstetrics and Gynecology Nursing: Clinical, Educational, and Ethical Perspectives - Cureus - March 30th, 2026 [March 30th, 2026]
- Did Investors Get Too Far Ahead of the Artificial Intelligence (AI) Revolution? The Market Is Starting to Say Yes. - The Motley Fool - March 30th, 2026 [March 30th, 2026]
- 1 No-Brainer Artificial Intelligence (AI) Stock That Will Skyrocket By the End of 2026 - The Motley Fool - March 30th, 2026 [March 30th, 2026]
- Oil Over $100, a War in the Middle East, and the Fed on Hold. Here's How to Protect Your Artificial Intelligence (AI) Portfolio in 2026. - The Motley... - March 30th, 2026 [March 30th, 2026]
- Marvell's Data Center Revenue Just Grew 21%. Here's Why This Artificial Intelligence (AI) Stock Could Deliver 50% Upside in 2026. - The Motley Fool - March 30th, 2026 [March 30th, 2026]
- This Brilliant Artificial Intelligence (AI) Stock Just Unveiled Plans to Reach a $9 Trillion Valuation by 2031 (Hint: Not Nvidia) - The Motley Fool - March 30th, 2026 [March 30th, 2026]
- This Company Is Doubling Its Artificial Intelligence (AI) Spending in 2026. Here's Why It's a Long-Term Winner. - The Motley Fool - March 30th, 2026 [March 30th, 2026]
- 3 Artificial Intelligence (AI) Stocks to Buy at a Discount - The Motley Fool - March 30th, 2026 [March 30th, 2026]
- Findlay event highlights growing impact of Artificial Intelligence in EHS fields - Hometown Stations - March 30th, 2026 [March 30th, 2026]
- If I Had $10,000 to Invest in Artificial Intelligence (AI) Right Now, I'd Split It Between These 3 Stocks - The Motley Fool - March 30th, 2026 [March 30th, 2026]
- World Artificial Intelligence In Packaging - Market Analysis, Forecast, Size, Trends and Insights - indexbox.io - March 30th, 2026 [March 30th, 2026]
- How an Australian man used artificial intelligence to fight dog's cancer - business-standard.com - March 30th, 2026 [March 30th, 2026]
- Why Is Artificial Intelligence Technology Solutions Inc. (AITXD) Stock Up Today? - Meyka - March 30th, 2026 [March 30th, 2026]
- Tech Entrepreneur Yanik Guillemette Publishes Strategic Analysis on Artificial Intelligence and Its Impact on Business in North America - Yahoo... - March 30th, 2026 [March 30th, 2026]
- Marvell's Data Center Revenue Just Grew 21%. Here's Why This Artificial Intelligence (AI) Stock Could Deliver 50% Upside in 2026. - Yahoo Finance - March 30th, 2026 [March 30th, 2026]
- Three Charged With Conspiring To Unlawfully Divert U.S. Artificial Intelligence Technology To China - Department of Justice (.gov) - March 20th, 2026 [March 20th, 2026]
- NAIRR at 2 years: Advancing American artificial intelligence innovation and leadership - National Science Foundation (.gov) - March 20th, 2026 [March 20th, 2026]
- Prediction: These 3 Under-the-Radar Artificial Intelligence (AI) Stocks Could Be Multibaggers by End of 2026 - Yahoo Finance - March 20th, 2026 [March 20th, 2026]
- S&P Global: I Believe Artificial Intelligence Is A Blessing Rather Than Curse (NYSE:SPGI) - Seeking Alpha - March 20th, 2026 [March 20th, 2026]
- Generalist biological artificial intelligence in modeling the language of life - Nature - March 20th, 2026 [March 20th, 2026]
- Should You Really Buy Artificial Intelligence Stocks Right Now? Evidence is Piling Up and Here's What it Says. - The Motley Fool - March 20th, 2026 [March 20th, 2026]
- The Artificial Intelligence (AI) Stock That Could Redefine Its Industry by the End of 2026 - The Motley Fool - March 20th, 2026 [March 20th, 2026]
- Prediction: These 3 Under-the-Radar Artificial Intelligence (AI) Stocks Could Be Multibaggers by End of 2026 - The Motley Fool - March 20th, 2026 [March 20th, 2026]
- Reimagining Cancer Care: The Role of Artificial Intelligence in Clinical Delivery - Eliezer Van Allen - UroToday - March 20th, 2026 [March 20th, 2026]
- Artificial Intelligence, Social Responsibility, and the Future of the Judiciary - Modern Diplomacy - March 20th, 2026 [March 20th, 2026]
- Artificial Intelligence in Undergraduate Medical Education: A Cross-Sectional Study of Utilization Patterns and Perceptions Among Medical Students -... - March 20th, 2026 [March 20th, 2026]
- Forum on harnessing Artificial Intelligence for health equity - World Health Organization (WHO) - March 20th, 2026 [March 20th, 2026]
- Artificial Intelligence Reshapes Consulting Industry as PwC Signals Major Shift in Strategy - Meyka - March 20th, 2026 [March 20th, 2026]
- Navigating the cybersecurity challenges of artificial intelligence in medicine - KevinMD.com - March 20th, 2026 [March 20th, 2026]
- 2 Artificial Intelligence (AI) Stocks With Millionaire-Making Potential That Wall Street Is Overlooking - The Motley Fool - March 20th, 2026 [March 20th, 2026]
- Prediction: This Artificial Intelligence (AI) Stock Will Be the Surprise Winner of the Software Sell-Off in 2026 - The Motley Fool - March 20th, 2026 [March 20th, 2026]
- Artificial intelligence in inflammatory bowel disease: bridging innovation, implementation and impact - Nature - March 20th, 2026 [March 20th, 2026]
- INDRA AND SYNAPTIC AVIATION ENHANCE EFFICIENCY WITH ARTIFICIAL INTELLIGENCE AT AIRPORTS - Breaking Travel News - March 20th, 2026 [March 20th, 2026]
- "Songs without a soul? Singer JULIK sharply criticized artificial intelligence in music - () - March 20th, 2026 [March 20th, 2026]
- EducAItion: Implementing artificial intelligence in the classroom - Trinitonian - March 20th, 2026 [March 20th, 2026]
- 3 men are charged with conspiring to smuggle US artificial intelligence to China - Temple Daily Telegram - March 20th, 2026 [March 20th, 2026]
- AI policy group makes recommendations on implementing states first-of-its-kind 2024 artificial intelligence law - The Durango Herald - March 20th, 2026 [March 20th, 2026]
- A $450 Billion Opportunity: Is This Physical Artificial Intelligence (AI) Stock a Buy Right Now? - The Motley Fool - March 20th, 2026 [March 20th, 2026]
- The 1 Artificial Intelligence Stock I'd Buy With My Last $500 - The Motley Fool - March 20th, 2026 [March 20th, 2026]
- 3 men are charged with conspiring to smuggle US artificial intelligence to China - Meadville Tribune - March 20th, 2026 [March 20th, 2026]
- 3 men are charged with conspiring to smuggle US artificial intelligence to China - The Independent - March 20th, 2026 [March 20th, 2026]
- 3 men are charged with conspiring to smuggle US artificial intelligence to China - marketscreener.com - March 20th, 2026 [March 20th, 2026]
- Should You Forget CoreWeave and Buy 3 Artificial Intelligence (AI) Stocks Right Now? - The Motley Fool - March 18th, 2026 [March 18th, 2026]
- Companies Say the Risks of Open Artificial Intelligence Models Are Worth It - WSJ - March 18th, 2026 [March 18th, 2026]
- Artificial Intelligence Reshaping the Cell and Gene Therapy Manufacturing Landscape, New BCC Research Report Finds - Yahoo Finance Singapore - March 18th, 2026 [March 18th, 2026]
- AI policy group makes recommendations on implementing states first-of-its-kind 2024 artificial intelligence law - Colorado Public Radio - March 18th, 2026 [March 18th, 2026]
- The next phase of artificial intelligence may require very different processors - The Economist - March 18th, 2026 [March 18th, 2026]
- The Iran war disrupts global helium supply and artificial intelligence chipmakers - Scientific American - March 18th, 2026 [March 18th, 2026]
- Military Operational Thinking in an Age of Artificial Intelligence - War on the Rocks - March 18th, 2026 [March 18th, 2026]
- AI policy group makes recommendations on tweaks to Colorado's first-of-its-kind artificial intelligence law - The Colorado Sun - March 18th, 2026 [March 18th, 2026]
- Antiquity vs. artificial intelligence: a war over information has begun - InForum - March 18th, 2026 [March 18th, 2026]
- Artificial intelligence-guided design of LNPs for in vivo targeted mRNA delivery via analysis of the spatial conformation of ionizable lipids - Nature - March 18th, 2026 [March 18th, 2026]
- Augmented reality and artificial intelligence for ultrasound scans - European Space Agency - March 18th, 2026 [March 18th, 2026]
- 1 Can't-Miss Artificial Intelligence (AI) Stock to Buy With $100 Right Now - The Motley Fool - March 18th, 2026 [March 18th, 2026]
- New Bachelors Degree in Artificial Intelligence Prepares Students for the Future of AI Innovation - University of New Haven - March 18th, 2026 [March 18th, 2026]
- Nanodiamonds and beyond: designing carbon materials with artificial intelligence at exascale - anl.gov - March 18th, 2026 [March 18th, 2026]
- Reply announces a partnership with Mistral AI to develop sovereign and enterprise-grade artificial intelligence solutions - PR Newswire - March 18th, 2026 [March 18th, 2026]
- What the data says about Americans views of artificial intelligence - Pew Research Center - March 18th, 2026 [March 18th, 2026]
- [COLUMN] Luxury wont be overwhelmed by artificial intelligence. Its in the process of harnessing it - Luxus Plus - March 18th, 2026 [March 18th, 2026]
- From artificial intelligence to zoos, here's what happened to some of the key bills in Richmond - Cardinal News - March 18th, 2026 [March 18th, 2026]
- Artificial Intelligence Investing: How to Avoid the Big 7 Trap - finews.com - March 18th, 2026 [March 18th, 2026]
- 1 Artificial Intelligence (AI) Stock That Could Surprise Investors in 2026 - The Motley Fool - March 18th, 2026 [March 18th, 2026]
- Mich. Police Department Turns to Artificial Intelligence-Powered Software to Collect Speeding Data - officer.com - March 18th, 2026 [March 18th, 2026]
- Brazilian CFM Issues Resolution on the Use of Artificial Intelligence in Medicine - Mayer Brown - March 18th, 2026 [March 18th, 2026]
- Michelin Launches TreadVision by Michelin Retread Technologies, Advancing Automation and Artificial Intelligence in Commercial Retreading - Michelin... - March 18th, 2026 [March 18th, 2026]