AI Compliance Guide for Insurance Brokers

Industry Overview

Insurance brokers and agents increasingly use AI for underwriting support, client risk assessment, claims triage, and policy recommendation — work that sits squarely inside their professional duty of care. The exposure runs two ways. First, the brokerage's own AI use creates errors-and-omissions (E&O) risk: an AI-suggested coverage gap, a misclassified risk, or a chatbot that misstates policy terms can become a negligence claim. Second, brokers must understand the AI exclusion endorsements now appearing in the policies they place — Verisk's CG 40 47 and Berkley's PC 51380 both apply broadly to AI-related claims, including unsanctioned "shadow AI" use that the insured may not even know about. The NAIC Model Bulletin on the Use of Artificial Intelligence Systems by Insurers (adopted December 2023 and issued by many states since) sets the expectation of a documented AI governance program, while state unfair-trade-practices and rating laws constrain how AI may influence pricing, eligibility, and claims decisions.

AI Use Cases & Risk Analysis

Underwriting Support

AI-assisted risk evaluation and pricing

Risk: high
  • Discriminatory pricing outcomes
  • Errors in risk classification
  • Regulatory non-compliance with rating laws

Claims Processing

Automated claims triage and settlement recommendations

Risk: high
  • Wrongful claim denial
  • Delayed processing affecting claimants
  • Bias in settlement calculations

Policy Recommendation

AI-driven coverage matching and gap analysis

Risk: medium
  • Inadequate coverage recommendations
  • Failure to identify coverage gaps
  • E&O exposure from AI-suggested policies

Client Communication

AI chatbots and automated correspondence

Risk: medium
  • Unauthorized representations about coverage
  • Misinformation about policy terms
  • Privacy violations in client data handling

Compliance Gaps to Address

No AI governance policy for underwriting tools
Lack of human oversight in AI-driven coverage recommendations
No documentation of AI vendor risk assessments
Unaware of AI exclusion endorsements in own E&O coverage
No process to check placed policies for AI exclusion endorsements before binding
No E&O review of the brokerage's own AI tools against NAIC Model Bulletin expectations

State-Specific Compliance

See how AI regulations apply to insurance brokers in specific states: