Designing and implementing automated business workflows and processes.
$27K Payroll Error to Zero: How David’s HR Team Fixed Data Entry with Automation
Manual data transcription between HR systems is not a minor inconvenience — it is a documented financial liability. One HR manager's $103K offer letter became a $130K payroll entry through a copy-paste error, costing $27K and triggering a resignation. Rebuilding the ATS-to-HRIS sync as a structured automation scenario eliminated the failure mode entirely.























