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Case studiesConstruction

Faster estimates in construction

How a three-person Ontario drywall contractor cut a large commercial takeoff from two weeks to two days — same estimator, one AI takeoff tool.

A drywall installer fixing boards to a wood-framed wall on a job site
from 2 weeks
2 days
efficiency
30-40%
accuracy
5-10%
Industry
Construction
Location
Orillia, Ontario
AI partner
Togal.AI
Use case
Estimating from drawings
The firm
Drywall & framing, est. 1957

What they did

The estimator uses Togal.AI, an AI takeoff tool, to read the drawings. He builds a drywall assembly once, assigns wall types across the plans, and the software counts the walls and produces the stud and material quantities, which he checks against the job.

Construction drawings, a floor plan and drafting tools spread across a desk

Why it matters to a business like yours

When one person estimates, every hour of takeoff is an hour not spent pricing or bidding. The firm reports an estimated 30 to 40 per cent gain in estimating efficiency, with material quantities within 5 to 10 per cent of what the job needs. Some workarounds were needed for Canadian drywall specifications, which is worth knowing before you start.

Relevant if

You estimate from drawings by hand, and one person carries the estimating.

“When one person is responsible for estimating, every hour matters.”
Steve Elliot, Estimator, Orillia Drywall (Togal.AI)
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