A two-truck shop has two businesses inside it. One installs and repairs. The other writes estimates, chases approvals, orders parts, pulls permits, schedules, invoices, collects and answers the same status question ten times a week. The second business is run by the owner after dinner, and it is where growth stalls, because every new job adds paperwork faster than it adds margin.
What the research says about that work
McKinsey's automation research estimated about 30 percent of activities in most occupations as automatable with technology already demonstrated, and the trade back office is unusually dense with exactly that kind of activity: structured, repetitive, high volume. Deloitte's 2022 survey of 479 executives found organisations that scaled intelligent automation beyond pilots reported an average cost reduction of 32 percent. In a small contractor the cost is not headcount. It is the owner's evenings and the jobs that never got quoted.
Automate in this order
Estimate follow-up: every open estimate chased politely until it is approved or declined, so quotes stop dying in inboxes. Job confirmations and reminders: the customer knows when the truck is coming without a call. Status updates: the customer told where the job stands before they ask. Invoicing and collections: sent when the job closes, followed up until paid. Parts and permit paperwork prepared from the job record instead of retyped. Each is a task the owner does by hand today and none needs the owner's judgment.
Keep the owner on the judgment calls
Pricing the unusual job, deciding whether to take the difficult customer, choosing the equipment brand: those stay with the owner. The engine does the mechanical half and leaves the decisions where they belong. The 411 Locals finding that 62% of small-business calls go unanswered by a person has a back-office twin: the estimate that was never followed up because there was no evening left.
Measure
Baseline a month: hours the owner and office spend on paperwork, estimate-to-approval rate, days from job close to payment, status calls received. Deploy, then compare. The number that matters is the owner's hours returned, because those are the hours that quote the next job.
Sources
- McKinsey Global Institute, “A Future That Works” (2017) — ~30% of activities in most occupations are automatable with currently demonstrated technology
- Deloitte, Automation with Intelligence (2022 global survey, 479 executives, 35 countries) (2022) — 32% average cost reduction achieved by organizations that scaled intelligent automation beyond pilots
- 411 Locals call study (85 businesses, 58 industries, 30 days) (2016) — 62% of phone calls to small businesses are not answered by a person (voicemail or no response)