Context & Objectives
Debt collection is not always fun, but it is a necessary step to secure adequate liquidity.
A leading debt collection agency asked Agilytic to improve its efficiency. This meant better understanding the collection processes and the efforts required from its specialists responsible for visiting customers.
We first worked on mapping the different collection processes. Since the agency worked for various clients with different administrative setups, we drew a graphical representation of the processes to help reduce complexity.
This process map was then turned into a real-time visualisation allowing our client to identify bottlenecks in real time (i.e. back office, etc.).
Finally, we included expected costs in the model to prioritise cases with a higher value and exclude cases with negative return (i.e. amounts to recoup below collection fees).
A smarter workforce dispatching
Until then, case workers were dispatched on a postcode basis. Some postcodes however had a higher number of cases than others which resulted in an unequal repartition of the workload that led to glaring inefficiencies: some workers were idle while others were not able to work on the assigned cases.
Agilytic thus developed a dispatching tool that considered the proximity of each case to optimise the itinerary of each work day for travel time and collections.
This case is a prime example that a lot can be accomplished in a short period. The results in operational efficiency, automation and amounts recouped the investment in a matter of weeks.