Aman Bhattarai

Compare the Market processes millions of quote requests every day. When a customer compares car insurance, the data underpinning that decision needs to be accurate, governed, and instant, where there's no room for an AI that guesses. In this session, get the unfiltered story of how one of the UK's best-known financial services brands moved from a sprawling estate of dashboards and analyst bottlenecks to a governed, real-time analytics architecture that scales. Get the insider's look into why probabilistic, text-to-SQL AI wasn't an option for a business where a wrong number has commercial and regulatory consequences. Discover how a centralized semantic layer with ThoughtSpot became the foundation everything else was built on, providing self-service analytics to the CtM team and fueling the entire organization with access to trusted, real-time data insights. Combined with a unified cloud lakehouse via Databricks, learn how CtM scaled analytics capability without scaling the team proportionally.