Case Study: Top 10 Financial Services Firm achieves 10x faster credit risk analysis and $700K/month in mitigated losses with Tellius

Top 10 Financial Services Firm Accelerates Credit Risk Analysis with Augmented Data Insights

Top 10 Financial Services Firm’s credit risk analytics team needed faster, easier ways to evaluate consumer risk using far more customer data than credit scores alone. Facing complex data sets (300+ variables, billions of rows), manual workflows across multiple tools and scarce specialist resources made analyses take days and created bottlenecks. The firm engaged Tellius and adopted the Tellius end-to-end analytics platform to unify data preparation, machine learning, and exploration.

Tellius delivered guided, scalable analytics that let 50+ users analyze all variables quickly and transparently, eliminating tool handoffs and specialist bottlenecks. The result: complex credit-risk analyses that once took days now run in minutes (10x faster), yielding thousands of hours saved and concrete business impact — including $700K per month in mitigated credit losses for one product. Tellius’s unified platform thus accelerated insights and improved credit decisioning across the firm.