David’s manufacturing team entered $103K as $130K in a single payroll run. $27K went out the door before anyone caught it. The recovery process took three months. The Make.com validation workflow that prevents this now runs in seconds before every payroll submission.

How did a single data entry error cost $27K?

Manual transfer from the HRIS to the payroll platform. A $103K annual figure was keyed as $130K. No automated validation existed to flag the discrepancy. The error processed with the normal payroll run and wasn’t identified until a routine audit three weeks later. Recovery required legal review, direct employee communication, and a three-month repayment arrangement.

What does the Make.com validation workflow actually check?

Before any payroll data passes to the submission system, Make.com compares each figure against the source record in the HRIS. Compensation values outside a configurable variance threshold (typically ±5%) trigger a hold and route an alert to the payroll manager for manual verification. The run doesn’t proceed until the flag is resolved.

How long did implementation take after the error was discovered?

OpsMap™ completed in one week. The validation workflow was live within two weeks of discovery—before the next payroll run. The full OpsBuild™ engagement also addressed three adjacent data transfer processes that carried similar error risk.

What does this type of workflow cost compared to the risk it eliminates?

The Make.com scenario runs at a fraction of the cost of a single payroll error. Most clients in similar situations reach positive ROI within the first month of deployment—not because of time savings, but because they’ve eliminated a liability they were carrying without realizing it.

Frequently Asked Questions

• How did the $27K payroll error happen? Manual data entry from HRIS to payroll system. $103K in compensation was entered as $130K. The error wasn’t caught until the overpayment had already processed.
• What automation prevents this type of error? Make.com validation workflows that cross-check payroll figures against source records before submission, flagging anomalies above a configurable threshold for human review.
• How quickly was the automation deployed? The core validation workflow was live within two weeks of OpsMap™ discovery, specifically targeting the payroll data transfer step where the error had occurred.