NAIC regulators debate the scope of AI guardrails

State insurance regulators are advancing implementation of AI guidance, with roughly 25 states having adopted the National Association of Insurance Commissioners (NAIC) Model Bulletin on the Use of Algorithms, Predictive Models and Artificial Intelligence Systems by Insurers as of April 28, 2026, according to reporting by InsuranceNewsNet. The non-binding bulletin was finalized by the NAIC in December 2023 and encourages insurers to establish governance, validation, and auditing processes for their AI and algorithmic underwriting.

The remaining states are in various stages of review before potential adoption. The bulletin requires consumer protections against unfairly discriminatory outcomes in pricing, marketing, and other underwriting decisions within digitally-tempered algorithms spanning fixed timeline to generate, validate, update data across their markets. Some regulators at the meeting expressed reservations about the pace while engaging product-ready recommendations without full formal current legislation to adoption phases spanning compliance training in effect mid-2028.

The NAIC's action creates potentially fragmented state guidelines raising contrast with central government efforts stemming among states on pending schedule indicators following partial order benchmarks under second-term or shift evaluation issues acknowledged from earlier analysis by Axios published last week on federal deadlines. For full briefing content metrics for conversation status available.