Event Paper: Transforming Technical Pricing with Limited Data Secrets to Successful Predictive Modelling

Join us for an informative session on building predictive pricing models in the commercial and specialty insurance sector.

In this talk, Jake Morris and Jamie Wilson will share their extensive experience in the London market, exploring how data-driven methodologies can transform pricing strategies even when data is scarce. They will address key questions such as:

  • can statistical learning methods be effective with fewer than tens of thousands of claims?
  • what strategies can be employed for new products without claims experience?
  • how can underwriters be encouraged to adopt data-driven pricing tools?
  • is retraining necessary for teams to develop sophisticated models?

Whether you're an actuary or data scientist, this session will equip you with the knowledge required to navigate the complexities of data-limited predictive modelling and advance your organisation's pricing capabilities.

Target audience and assumed knowledge level: No specialist knowledge required.

Speaker and company

Jake Morris, Allianz Commercial
Jamie Wilson, hyperexponential