AI, Efficiency, Scale: How Jaja Finance Accelerates Development with Snowflake and Coalesce
Jaja Finance is on a mission to empower customers to buy, borrow, and build, driven by technology, fuelled by data, and built for the future. But internally, the data team faced fragmented ways of working: non-standard modelling, limited transparency across teams, slow time-to-serve, all while navigating governance needs. In just one year, the team built a resilient, transparent, scalable data foundation by consolidating all data on Snowflake and standardizing development in Coalesce.
In this session, Sarah Tolfrey, Head of Data Operations shares Jaja’s foundation-first playbook, from templating and data quality to iterative feedback loops that helped unlock:
•5x faster delivery on complex and unstructured data •Same-day turnarounds for change requests with downstream impact checks •30% faster development on complex projects usingCoalesceAI-powered Copilot, and •47% reduction in model compute costs •Improved onboarding and cross-team visibility. This transformation opened the door to cutting-edge AI projects and broader analytics use across the business, accelerating Jaja’s mission to serve customers with speed, intelligence, and confidence.