Compensation reports made understandable
LaborLens is an independent analytics tool built to help automotive technicians see where their hours and earnings came from.
Last updated August 12, 2026
What LaborLens does
Upload a supported compensation report and LaborLens organizes repair orders, operation codes, paid hours and earnings into a readable breakdown.
- Separates Warranty, Customer Pay, Training and PTO/Holiday
- Shows ticket, service and operation-code detail
- Compares monthly reports and two pay periods
- Provides optional AI explanations based on the selected report
Who it is for
LaborLens is designed for automotive technicians who want a clearer view of their own compensation. Managers and authorized administrators can also review reports they are permitted to access.
Independent service
LaborLens is not affiliated with, endorsed by or operated by AutoNation, Mercedes-Benz or any dealership, manufacturer, payroll provider or employer. Company and product names may appear only because they are present in user-provided reports.
Our standard
We aim to show source numbers clearly, distinguish calculated estimates from report values and encourage users to verify payroll decisions with their employer or payroll professional.