This session addresses the use of AI to analyse thematic exposure across public and private portfolios. Participants will learn how the approach has evolved from classifying investments according to a single dominant theme, to recognising exposure across multiple themes to fully understand the thematic exposure and risks across a total portfolio. The session also introduces a framework to assess AI as a structural-rend risk, considering both the potential benefits of AI adoption and the risks of business-model disruption.