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Wireline Services Case Study
Scaled from 40 to 120 Crews Without Adding Office Headcount
The Challenge
A wireline company was growing fast, too fast for their systems. Each new crew added meant new dispatch coordination, new billing complexity, new fleet logistics. The founder-CEO had a goal: triple the operation without hiring a single office person.
- Dispatch was already at capacity at 40 crews. The two dispatchers were working 60-hour weeks just to keep up.
- Billing took two full-time admins to process 40 crews' worth of tickets. Scaling linearly would have meant 6 admins for 120 crews.
- Onboarding new crews took 2-3 weeks of paperwork, training, and system access setup per crew.
- Multi-state expansion introduced complexity around state-specific HSE requirements, tax jurisdictions, and customer-specific workflows.
The Solution
OpsFlo was deployed as the operational backbone for the scale-up. Initial rollout in 6 weeks, then continuous expansion:
- Scheduling & Dispatch with AI - the AI Decision Engine handles 90% of crew assignments automatically; dispatchers handle exceptions only
- Field Ticketing with automated validation - 96% of tickets are invoice-ready at submission
- Work Order Automation - customer job requests auto-generate work orders with the right service line, equipment, and crew profile
- Compliance & Audit with multi-state HSE rule sets - the right checklist appears based on job location
- Onboarding workflow - new crews are operational on the platform in 3 days, not 3 weeks
The Results
Over 22 months of growth:
- Crew count grew from 40 to 120 (3x) with zero increase in back-office headcount
- Back-office headcount stayed at 7 people - 2 dispatchers, 2 billing admins, 1 fleet coordinator, 1 HR, 1 office manager
- ~$1.4M in avoided G&A costs based on industry-standard back-office ratios
- New crew onboarding compressed from 2-3 weeks to 3 days
- Operating margin improved by 4.2 points during the scale-up, because revenue grew faster than operational complexity
Key Impacts
3x
Crew Growth, Zero Back-Office Increase
$1.4M
Avoided G&A Costs
11min
Average Time from Job Request to Dispatched
“We had a choice: grow the operation 3x and grow the office 3x, or find a way to make the office stop being the bottleneck. OpsFlo made the back office invisible. Our customers don't know that the dispatcher answering the phone is the same person who answered when we had 40 crews. They just know we say yes to jobs faster than anyone else.”
Chief Operating Officer
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