Recent Developments in AI Regulation for Medicare Advantage Plans and Their Implications for Healthcare Providers and Insurers

In April 2023, CMS issued a Final Rule that says Medicare Advantage plans must decide medical necessity based on each patient’s situation. They cannot just use automated algorithms. This decision shows that AI should not replace human judgment when deciding if care is needed. Instead, humans must review AI results and confirm or change them.

The main goal of CMS’s rule is to protect patients from wrong or unfair coverage decisions if AI systems are used without proper checks. When AI predicts what care someone needs or if they are eligible for coverage, the final call must be made by health professionals. This ensures that automated decisions do not unfairly reduce or deny coverage.

At the same time, the Illinois State Legislature introduced House Bill 5918 (IL HB5918) on November 25, 2024. This bill focuses on insurance companies using AI in ways that affect consumers’ benefits and coverage decisions. The AI Act lets the Illinois Department of Insurance oversee how insurers use AI, especially when denying, reducing, or ending benefits. It requires insurers to have human reviews before making negative decisions based only on AI models.

The bill also lets the Department check the AI models insurers use and demands that insurers tell consumers how they use AI. Insurers in Illinois must follow this law along with federal rules. These rules are made to stop unfair business practices and discrimination, making insurance companies comply with higher standards.

Implications for Healthcare Providers and Medical Practice Administrators

• Increased Human Oversight Requirement: Medical administrators must make sure their Medicare Advantage plans have steps where qualified people review AI recommendations for medical necessity. These reviews cannot be fully automated. Practice managers must work with insurers to meet CMS rules.
• Communication with Insurers: Providers may get more questions about why some treatments are approved or denied. Understanding the AI models insurers use, as much as allowed, will help providers support patients during appeals.
• Focus on Patient-Centered Care: The CMS rule says decisions must be based on individual patient factors. Providers should keep careful clinical records. Using good documentation alongside AI tools can help reduce denials and delays in care approval.
• Data Integrity and Accuracy: AI advice depends on data quality. Staff must keep patient records accurate and up to date. Errors in data can cause wrong AI conclusions, affecting coverage decisions.

Considerations for Insurers and IT Managers

• Compliance Programs Overhaul: Insurers should review and update how AI affects benefit decisions. Compliance must require meaningful human reviews of any negative decisions based on AI.
• Transparency and Disclosure: According to the Illinois AI Act, insurers must be ready to explain how AI is used and how decisions are made. IT managers should work on AI systems that are clear enough to meet rules and build trust.
• Risk of Litigation: As AI decisions become common, insurers may face more legal challenges if AI systems act unfairly or without clear explanations. To prepare, they should ensure audits, tests, and documented human reviews are part of AI operations.
• Training and Awareness: Technical teams and staff who decide claims need training. This training should balance AI use with rules requiring human involvement. Educating teams helps avoid overreliance on AI and keeps them following the law.

AI and Workflow Automation in Healthcare Insurance

Healthcare insurance is using AI more to speed up tasks, but it must balance faster work with legal and ethical rules. Many try to automate routine calls and claims to save time and money. However, laws say humans must still supervise some decisions, especially those that refuse or limit benefits.

Telephone and Front-Office Automation

AI phone systems can handle incoming calls, schedule appointments, answer simple patient questions, and free up human workers for harder issues. These systems help reduce wait times and improve access to information while following privacy rules.

For Medicare Advantage providers, smart phone systems help find patient concerns early and support requests for prior authorization. They also make communication between providers, payers, and patients easier.

Claims Processing and Benefit Adjudications

AI systems check claims data for fraud and eligibility. They speed up approvals but cannot make negative decisions alone. Insurers must have checkpoints where experts review AI suggestions to deny or cut coverage.

This mix of AI and human checks protects patients’ rights and respects medical decisions. IT managers must make sure these systems are easy to review and explain. New AI tools help humans understand why the AI made its suggestions, which helps meet rules while keeping automation benefits.

Regional Focus: Illinois as a Regulatory Leader

Illinois is leading with the proposed AI Act in regulating AI in health insurance. Though it is not law yet, the bill shows a move toward stricter rules for AI use. Healthcare providers and insurers in Illinois face more pressure to follow these new rules.

The Illinois Department of Insurance can investigate how AI is used and require companies to share information. This may influence other states to make similar rules. Illinois-based organizations are encouraged to set up AI control systems early.

Legal and Industry Perspectives

The healthcare legal community is watching these changes closely. Experts like Carly Eisenberg Hoinacki, Editor-in-Chief of Sheppard Mullin’s Healthcare Law Blog, provide ongoing advice for insurers on AI rules. Organizations unsure about meeting new AI regulations should seek help from lawyers who specialize in healthcare law.

Insurers and providers should think about working with legal experts to check their AI policies, review how decisions are made, and train staff on new rules under Illinois and federal laws.

Practical Steps Forward for Stakeholders

• Audit AI Usage: Regularly check how AI affects medical necessity and coverage decisions. Make sure human review timelines and processes follow CMS and state rules.
• Document Human Oversight: Keep detailed records of human reviews with AI results to support legal defense and regulatory checks.
• Update Training Programs: Teach claims staff, care managers, and front desk workers about responsible AI use and when manual review is required.
• Invest in Transparent AI: Use or create AI with explainability features that ease reporting and help communicate with consumers.
• Collaborate with Legal Counsel: Work with legal advisors to keep up with AI rules and adjust compliance quickly.
• Enhance Patient Records: Improve the accuracy and completeness of medical records to support trustworthy AI advice.
• Leverage Automation Appropriately: Use AI automation for routine tasks, like phone answering and appointment management, but keep humans in charge of important decisions.

Artificial intelligence can help healthcare work faster. But recent regulations show the need for balance. CMS’s Final Rule and Illinois’s AI Act ask Medicare Advantage plans and insurers to keep responsibility, openness, and human supervision when AI affects patient coverage. Providers, administrators, and IT managers must adjust their systems and workflows to follow these rules and serve patients well in the future.