TECHQRT / DETAIL

Automating Incentive Calculations for a Recovery Agency

A recovery agency working with major banks needed 10 person-days every month just to calculate staff incentives by hand. TechQRT replaced that with a real-time automated system.

Automating Incentive Calculations for a Recovery Agency

Client Overview

The client runs a recovery agency that partners with leading banks and credit card companies to manage loan and credit recovery. Performance-based incentives were a core part of how their field agents and back-office staff were compensated.

The Challenge

Every month, calculating incentives meant manually working through recovery performance, targets achieved, payment types, and a web of bank-specific rules. The process tied up the company owner and two employees for ten straight days. Several other companies had already tried and failed to automate it — some couldn't decode the incentive logic, others couldn't handle how often the rules changed. By the time they reached TechQRT, the client was skeptical the problem could be solved with software at all.

The TechQRT Approach

We started with a discovery phase to fully understand the existing manual logic, mapped the rules and exceptions into clear flow diagrams, and built a custom algorithm flexible enough to handle different incentive structures across banks and credit products. Given the client's history with failed vendors, we took on the delivery risk ourselves and only invoiced after the system was working.

The Solution

The result was a fully automated incentive engine integrated with the client's existing data: real-time computation based on live performance data, an admin-configurable rules panel so incentive logic can be updated without new development, error-free calculation with no manual intervention, and instant reporting for management.

The Outcome

Manual calculation time dropped by effectively 100% — incentives that took ten days now compute instantly and accurately. The owner and two staff members got that time back every month, and a client who had lost faith that this could be automated became a long-term partner.

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