AI estimating for contractors: a practical guide
AI won't replace your estimator. It will make the boring parts of estimating three times faster. Here is how to use it responsibly.
Estimating is the most expensive administrative work a contractor does. Half of it — parsing scope, splitting work packages, drafting descriptions — is exactly what modern AI is good at.
What AI should not decide
Pricing is a judgement call about risk, relationship and site conditions. An AI copilot should draft — not decide. The estimator stays accountable for margins and assumptions.
Where AI wins hours back
- Turning a client's PDF scope into structured line items.
- Suggesting missing sections from similar past estimates.
- Writing clean descriptions your client can actually read.
- Flagging line items priced far outside your history.
Getting started this week
Pick one type of job you estimate often. Feed the AI three past estimates for it. From then on, every new estimate of that type starts 60% done. That's the compounding effect.
Notes from the people designing, shipping and supporting Aureon every day.
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