AI Ethics Councils for Underwriting

Councils bring actuaries, data scientists, legal, and community advocates together to review training data, model behavior, and governance controls.

Run Model Clinics

Clinics interrogate feature importance, bias metrics, and override rates. Findings translate into mitigation tickets tracked to completion.

Engage Regulators

Councils publish transparency reports and run tabletop exercises so compliance teams are ready when audits arrive.

Ethics councils make AI-enabled underwriting trustworthy.