The broader craft of pricing — beyond any specific method. Rate review process, technical price construction, multi-factor interaction, and the strategic questions that sit above the modelling. 5 articles.
The FCA has committed to evaluating how UK insurers use AI in pricing, underwriting, and claims. No new AI-specific rulebook is coming — but the regulator now expects evidence, ...
A practical comparison of Python and R for UK personal lines insurance pricing — data wrangling, GLMs, GBMs, deployment, and Databricks. Honest about where R still wins.
Reproduce an Emblem frequency-severity GLM in Python: factor tables, one-way plots, deviance residuals, and lift charts using statsmodels, CatBoost, and Polars.
A practical comparison of CatBoost and XGBoost for UK personal lines insurance pricing — categorical handling, Tweedie support, and why we default to CatBoost.