A great deal of work is lost not because the price was wrong but because the quote never got sent, or was sent in a form that did not inspire confidence. The person who does the work knows exactly what the job involves — they saw it, measured it, worked out the materials and the time in their head on the drive home. What stands between that understanding and a document the customer can say yes to is a stretch of writing that feels like a chore at the end of a long day, and so it waits, and while it waits the customer talks to someone else.
This is a good use of an AI tool precisely because the hard part has already been done by a person. Given the rough notes — the list of items, the rough prices, the scribbled sense of what is included — the tool will turn them into something clear and orderly: a tidy breakdown, a plainly stated total, a sentence about what is and is not covered, and a professional tone that does not read as though it was written in a hurry, even though the underlying thinking took five minutes. The value is not that it decides anything; it is that it removes the drudgery that was causing the delay.
The judgement has to stay with the person, and it is worth being clear about which judgement. The tool does not know your margins, does not know that this customer is a repeat one who should get a keener price, does not know that the tricky access will add half a day, and will happily produce a confident-looking figure that is simply the one you fed it. It arranges and phrases; it does not price. Treating its output as a draft to check rather than a quote to send is the whole discipline, and it is easy to forget when the result looks so finished.
The practical routine is to keep the numbers yours and let the tool own the presentation. Feed it the items and prices, ask for a clear breakdown and a short covering note, then read it once with two questions in mind: are the figures still the ones I decided on, and does the scope sentence protect me against the argument I can already imagine. Fix those, and send it the same evening rather than the following week. The quote that arrives promptly and reads clearly wins more often than the better-priced one that arrives late, and lateness was always the real problem.