A 10-hour estimate, done in 30 minutes

The bottleneck

For a growing roofing contractor, every job started with an estimate — and every estimate was a slog. Measuring roofs, pricing materials, accounting for pitch and waste, and formatting a professional quote took the better part of a workday. That meant skilled people were stuck at a desk instead of on-site, and hot leads went cold while they waited.

In flywheel terms, the Estimate stage was where all the momentum stalled. Speeding it up wouldn't just save hours — it would let every other stage spin faster.

What we built

Rather than sell a generic subscription, Flywheell built a custom AI estimating tool designed around how this contractor actually works — wired into their pricing, their materials, and their quoting format:

• Automated takeoff and measurement to remove manual roof calculations.
• AI-assisted material and labor pricing using the contractor's real numbers.
• Instant, professional quote generation in the format clients already recognized.
• A human-in-the-loop review step, so the estimator confirms every number before it goes out.

The results

Estimates that took up to 10 hours dropped to about 30 minutes. The contractor could respond to leads the same day, free up skilled staff for on-site work, and quote more jobs without adding overhead — turning a bottleneck into one of their strongest selling points.

That's the Flywheell approach: find the single turn where AI removes the most friction, build the tool that accelerates it, and let the momentum compound.