AI in Insurance · Regulation & Fairness in Insurance AI
What laws regulate AI use in insurance underwriting
AI use in insurance underwriting in the U.S. is regulated primarily at the state level, since insurance regulation has traditionally been a state rather than federal responsibility, with state departments and NAIC model regulations increasingly addressing AI-specific concerns like bias testing and transparency.
Key takeaways
- Insurance regulation, including AI oversight, is primarily handled at the state level rather than through federal law.
- The National Association of Insurance Commissioners develops model regulations and guidance that individual states can adopt.
- A growing number of states have introduced specific requirements addressing AI use in underwriting, including bias testing.
- There is no single, comprehensive federal statute specifically and exclusively regulating AI use in insurance underwriting.
Primarily State-Level Regulation, Not a Single Federal Law
AI use in insurance underwriting in the U.S. is regulated primarily at the state level, reflecting the long-standing structure of U.S. insurance regulation more broadly, in which individual states — rather than a single federal regulator — hold primary authority over insurance oversight, including the growing set of AI-specific concerns states have begun addressing.
Why Insurance Regulation Is Structured at the State Level
Under long-established federal law, primary regulatory authority over the insurance industry generally rests with individual states rather than a single federal insurance regulator, a structural feature that predates modern AI concerns but continues to shape how AI use in insurance is regulated today, since each state generally develops its own specific rules rather than following one uniform national standard.
The Role of the National Association of Insurance Commissioners
The National Association of Insurance Commissioners, an organization bringing together state insurance regulators, develops model laws, regulations, and guidance documents addressing various insurance topics, including AI-specific concerns like bias testing and transparency requirements for algorithmic underwriting and pricing tools — individual states can choose to adopt these model approaches, providing some degree of coordination across an otherwise state-by-state regulatory landscape.
How States Have Begun Addressing AI-Specific Concerns
A growing number of states have introduced specific requirements addressing AI use in insurance underwriting and pricing, including requirements for insurers to test AI models for potential discriminatory impact, disclose certain information about AI use in underwriting decisions, and demonstrate that AI-driven pricing factors are actuarially justified — though the specific requirements and their strictness vary considerably from state to state.
Why This Creates Meaningful Compliance Complexity for Insurers
Because AI regulation in insurance develops significantly at the state level rather than through one uniform federal standard, insurers operating across multiple states generally need to navigate differing specific requirements depending on jurisdiction, creating genuine compliance complexity that a single federal standard would otherwise simplify.
Why This Regulatory Landscape Continues to Evolve
Given the rapid growth of AI use in insurance underwriting and pricing, along with genuine public and regulatory concern about fairness and discrimination, this state-by-state regulatory landscape continues to evolve, with additional states considering new AI-specific insurance regulations and the NAIC continuing to develop and refine model guidance in this area.
Bottom Line
AI use in insurance underwriting is regulated primarily at the state level, reflecting the long-standing structure of U.S. insurance regulation, with the National Association of Insurance Commissioners developing model guidance that individual states can adopt, and a growing number of states introducing specific AI-related requirements like bias testing — rather than through one comprehensive federal statute specifically dedicated to regulating AI in insurance.
Go deeper
Frequently asked questions
Why is insurance regulation handled at the state level rather than federally in the U.S.?
This reflects a long-standing structure in U.S. insurance regulation, established under federal law that generally leaves primary regulatory authority over insurance to individual states rather than a single federal insurance regulator, a structure that continues to apply as states address newer AI-specific concerns.
What is the National Association of Insurance Commissioners' role in AI regulation?
The NAIC develops model laws, regulations, and guidance documents that individual states can choose to adopt, providing a degree of coordination and consistency across different state insurance regulatory approaches to AI, even though each state ultimately makes its own independent regulatory decisions.
Related questions
- How do regulators test insurance ai models for unfair discrimination before approval?
- How do state insurance regulators oversee AI based pricing models?
- Are insurance companies required to explain AI driven denials to customers?
- Can insurance AI models be audited for bias?
- What happens when an ai underwriting model is trained on biased historical claims data?
- Can ai underwriting reduce insurance access for high risk but underserved communities?
Sources
- [1]State insurance regulation resources — National Association of Insurance Commissioners
- [2]Insurance industry research — Insurance Information Institute
Written by Editorial Team
Last updated July 29, 2026
Get one well-sourced answer a week
No spam. Unsubscribe anytime.