National Scientific Equipment Services Provider.
Our Projects
Manual payroll and scattered compliance records were costing a national equipment services firm a week per cycle and creating real audit risk. We automated payroll, expenses, and documentation, cutting processing to two days and freeing 17 finance hours a week.
- Year
- 2023
- Industry
- Scientific & Laboratory Equipment Services
- Location
- Multi-State (US)
- Employees
- 50+


The Challenge
A national scientific equipment servicing company handling installation, calibration, maintenance, and compliance documentation had outgrown its back-office operations.
Growth exposed four operational gaps:
- Manual payroll: Multi-state technicians, varying labor laws, reimbursements, and per-diems made every payroll cycle a week-long, error-prone reconciliation.
- Disconnected expense management: Expenses, finance, and payroll lived in separate systems with no automated data flow, requiring constant manual matching.
- Compliance risk: Service records, calibration certificates, and audit documentation were scattered across emails, shared drives, and technician notes.
- Difficult scaling: Onboarding new technicians meant days of manually configuring payroll, expense policies, and documentation workflows — often leading to first-paycheck errors.
The Solution
We implemented an AI-powered back-office automation system that streamlined the company’s most time-consuming operations.
- Automated payroll: Field hours, job assignments, and state-specific labor rules are processed automatically to generate payroll, eliminating manual reconciliation.
- Integrated expense management: A secure automated connection syncs approved expenses directly to payroll, removing manual data entry and spreadsheet matching.
- Automated onboarding: New technicians are automatically configured with the correct payroll, expense, and compliance workflows based on their role and location.
- Centralized compliance: Service records and documentation are captured in a structured, searchable system, making audits fast and reliable.


1–2d
Before: 5–7 days
Payroll processing cycle
< 1%
Before: 8–12% of line items
Expense reconciliation errors
< 4 hrs
Before: 3–5 days
New technician payroll setup
< 2%
Before: 12%
First-paycheck error rate