How Disparate Impact Shapes AI Pricing in Insurance
How proxy variables and outcome differences appear in insurance AI pricing, what testing can establish, and where state-specific procedures belong.
Pricing and rating models: rate filings, proxy discrimination, and the variables an insurer keeps having to justify.
AI Use Cases in Insurance by Business Line →
How proxy variables and outcome differences appear in insurance AI pricing, what testing can establish, and where state-specific procedures belong.
How homeowners insurers use AI, aerial imagery, and catastrophe models to price property risk, and what state regulators now require for transparency.
How reinsurers use AI in treaty pricing, catastrophe modeling, and contract analysis. What model transparency and capital governance mean for risk carriers.