AI governance for insurance.

Insurance teams are managing a shift: underwriting and claims decisions once made by adjusters are now made by algorithms. Colorado SB 205, NAIC Model Bulletin guidance, and state insurance commissioner requirements are catching up. The challenge isn't the regulation — it's producing the adverse-action traceability and fairness evidence those regulators actually ask for.

Regulatory landscape

  • Colorado AI Act specifically targets AI in insurance - mandates bias testing, impact assessments, and consumer notification for high-risk AI systems
  • EU AI Act classifies insurance AI as high-risk under certain conditions, particularly when decisions affect policy eligibility or pricing
  • State insurance commissioner guidance increasingly requires documentation of AI use in underwriting, claims, and pricing decisions

Key challenges

  • Colorado AI Act requires bias testing and impact assessments for AI used in insurance decisions - non-compliance carries enforcement action
  • Proxy discrimination in underwriting - ZIP code, browsing history, or social media as proxies for race, gender, or disability status
  • Actuarial AI models need explainability for regulators - black-box models are increasingly unacceptable to state commissioners
  • Claims denial AI triggers consumer protection issues - automated denials require clear justification and appeal pathways

How KoraSafe™ helps

Fairness guardian monitors for proxy discrimination in underwriting models, detecting when neutral-seeming variables correlate with protected characteristics
Governance heatmap tracks compliance status across all underwriting models in a single dashboard view
Governance maturity checklist maps directly to Colorado AI Act requirements: bias testing, transparency, human oversight, and documentation
Cost Controller manages operational spend on claims processing AI while maintaining compliance standards

Manifest status

Sector-pack cards stay aligned with the production manifest set.

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Cross-jurisdiction conflict resolution

KoraSafe™ flags overlapping regulatory duties and carries the resolution path into policy controls.

All Solutions