Join the LTF Pearl Anniversary Challenge for a chance to innovate, win, and make a difference!

Optimized Routing and Cluster-based Targeting

Combining heat maps with agent routing, the suite reduces travel times and improves first-call resolution. It also enables strategic reallocation of teams to emerging hotspot regions, informed by near-real-time delinquency signals.

Precision Outreach to Maximize Recoveries

This platform calculates propensity-to-pay and channel-effectiveness scores, recommending the optimal mix of digital and field touchpoints. It uses uplift modeling to estimate the incremental impact of different outreach types on repayment probability.

Anticipating Portfolio Stress with Granular Forecasts

A suite of models that produce horizon-based delinquency forecasts (30/60/90 days) for segments and branches, used for scenario planning and provisioning. Outputs integrate with workforce planning to align collection capacity with expected demand.

Real-time Alerts for Financial Distress

An integrated dashboard consolidating repayment, mobility, and interaction signals into prioritized alerts for credit teams. The dashboard supports drill-downs to customer-level timelines, intervention history, and recommended next actions. Early pilots have shown measurable improvements in cure rates and reductions in slippage.