The bottleneck
The team could sell the work, but quote creation kept slipping into nights and weekends. Pricing lived in a spreadsheet, job notes lived in email, and every proposal needed the owner to remember the next step.
What changed
The first AI-assisted flow pulled job details into a standard quote draft, checked the pricing sheet, flagged anything ambiguous, and prepared the follow-up. A human still approved the work. The blank-page admin load disappeared.
The lesson
The fastest wins usually sit where a business already has the answer but still relies on a person to assemble it every time.
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