This contractor ran site documentation, job management, AI analysis, retail pricing, electronic contracts, accounting and email as separate tools. Nothing talked to anything else, so every job crossed the same gaps by hand.
The problem: eleven manual steps per job
The documented workflow contained eleven distinct manual stages. Preparing an estimate meant reading CompanyCam notes, reviewing photos and videos, identifying materials, searching Home Depot pricing, calculating labor and markup, then entering the result into HousecallPro. Because every job differs, that work started from zero each time.
The same pattern repeated downstream. Contract and deposit setup crossed HousecallPro, email, SignWell and QuickBooks. Technician selection was decided manually from job type, complexity and value. Purchase-order references were assigned by hand, and Home Depot receipt emails had to be matched to the correct job by order ID.
What was deployed
A single workflow now carries a job from inspection through payment:
- Site information capture - Project notes, photos and videos are collected and matched to an existing customer record where one exists, or a new record is created.
- AI scope analysis - Photos and videos are analysed and converted into structured job scope, material and complexity information.
- Live material pricing - Current retail prices are collected and combined with an administrator-selected margin to produce a complete draft estimate.
- Contract generation - An approved estimate produces a payment-split selection and an electronic service agreement for signature.
- Technician recommendation - Completed contracts trigger an AI-assisted technician recommendation that the administrator confirms or changes before notification.
- Invoicing and payment tracking - Deposit invoices, final invoices and payment notifications are created automatically, with deposit history accounted for.
- Purchase references and receipt matching - New jobs receive PO numbers, and receipt emails are matched to the correct job by order ID with duplicate orders stopped automatically.
- Overdue invoice follow-up - Qualifying overdue invoices receive scheduled payment reminders.
How many decisions stayed human
The margin is chosen by the administrator. The estimate is approved or sent back for revision. Deposit splits are selected. The technician is confirmed. Configured failures - media-processing errors, receipt-extraction failures, missing job matches and cancelled technician decisions - are routed for manual attention rather than guessed at.
That boundary is the point. Automation handles the copying, searching and calculating; people keep the decisions that carry margin and reputation.
