USE CASE

    Unlocking €3.05M Gains with Smart DCA Allocation

    Learn how a servicer used the QUALCO Data-Driven Decisions Engine (D3E) to reassign 68% of legal cases to the right Debt Collection Agency, raising monthly recoveries from €0.74M to €3.05M. 

    What’s inside:

    • How predictive analytics uplifted collections by 313%
    • Real-world use case: optimising 197,000 legal accounts across 7 DCAs
    • The algorithm behind case–DCA matching under real-world constraints
    • What full vs. partial D3E deployment looks like in practice
    Optimising Debt Collection Agency Allocation_At a glance Optimising Debt Collection Agency Allocation_At a glance (2)

    Why it matters?

    Relying on empirical rules for DCA Allocation can result in missed opportunities.

    With QUALCO D3E’s AI-driven models matching each case to the most appropriate DCA, servicers unlock €2.31M in additional monthly recoveries, all without disrupting day-to-day operations. 

     

    Sounds interesting?