AI in Healthcare Policy: Laws, Regulations, and Standards

Artificial intelligence is rapidly becoming part of how healthcare is delivered, from clinical decision support tools to administrative automation and patient-facing applications. As these systems expand, so do the policies that shape how they are developed, evaluated, and used.

AI in healthcare policy refers to the growing set of laws, regulations, guidance, and standards that govern these technologies across clinical, operational, and research settings.

Key Takeaways

What Is AI in Healthcare Policy?

AI in healthcare policy is not a single law or framework. It includes state laws, federal regulations, agency guidance, sector-specific rules, international frameworks, and voluntary standards. Together, these define how AI systems are built, deployed, and governed in healthcare.

Why the Landscape Is Fragmented

There is no single authority responsible for AI in healthcare. States, federal agencies, and standards bodies all operate independently. Policies overlap, evolve at different speeds, and are often difficult to interpret together.

Key Trends

Most policies do not regulate clinical use directly. Instead, they require disclosures, documentation, and governance processes.

Transparency and governance dominate. Organizations are expected to document and justify how AI is used.

Few policies are truly high-impact. Most are advisory or indirect, creating expectations without clear rules.

Policy activity is accelerating. More governments and organizations are issuing AI-related policies each year.

What This Means in Practice

For health systems, deploying AI is increasingly a compliance decision. Organizations must document use cases, establish oversight processes, and justify how tools are used.

For developers, expectations now include tracking performance, maintaining documentation, and aligning with evolving standards.

For clinicians, AI is shaped by governance decisions before it ever reaches the point of care.

Explore Policies in HAPI

The Health & AI Policy Index (HAPI) provides a structured way to explore policies across jurisdictions and sectors. Use the modules below to navigate the landscape: