Accounts receivable tool

Collections automation ROI calculator

Model the incremental recovery and payback of a collections automation scenario using your own overdue balance and assumptions.

This calculator estimates incremental monthly cash recovered from an assumed improvement in recovery rate, subtracts monthly program cost, and estimates payback on one-time implementation cost. It is a scenario model, not a forecast or guarantee.

Scenario assumptions

Estimated scenario

Incremental recovery$15,000

3 points on overdue balance

Net monthly benefit$11,000
Estimated payback1.1 months

Scenario, not a guarantee.

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Formula used

Incremental recovery = overdue balance × expected recovery-rate uplift. Net monthly benefit = incremental recovery − monthly program cost.

Use an uplift supported by a controlled pilot or historical cohort comparison. Do not treat an optimistic assumption as a committed outcome.

02

Use it when

  • Building a conservative business case for an automation pilot
  • Testing the effect of different recovery-rate improvements
  • Comparing monthly program cost with incremental cash recovery

03

How to interpret the result

  • The output is highly sensitive to the assumed recovery uplift.
  • Positive net benefit does not measure customer-experience or compliance risk.
  • Validate the model with a pilot and comparable account cohorts.

Soberan

From calculation to operational decision

Use the result as a starting point, then keep data, policy, exceptions, and approvals inside the actual workflow.

Explore AI collections workflows →

04

More operations tools

Frequently asked questions

What is recovery-rate uplift?

It is the percentage-point improvement in collected overdue balance attributed to the new process compared with a valid baseline.

Does the calculator include labor savings?

No. The default model focuses on incremental recovery and program cost. Treat labor capacity, compliance, and customer experience as separate dimensions.

How should I validate the estimate?

Run a time-bounded pilot with comparable account groups, consistent measurement windows, and clearly defined attribution.