Insurance
ML applications in the insurance industry — one of the most mature domains for statistical modelling, with deep actuarial traditions, strict regulatory oversight, and rich claims and exposure data.
Regulatory context: Solvency II (EU), Lloyd’s Market, FCA consumer duty, PRA model risk requirements. Rate filings require actuarial sign-off. Fairness requirements (protected characteristics) are increasingly enforced.
Notes
- Claims Automation — end-to-end claims processing automation from FNOL to settlement
- Underwriting Support — ML-assisted underwriting decision support