Field proof

Precast Construction Co.

WO-004 · AI extraction · Construction
Situation
A precast construction company manually reviewing civil engineering drawings to identify every water structure that needed to be cast.
What they tried
Manual, page-by-page review of civil engineering PDFs — slow, repetitive, and entirely dependent on the reviewer's attention. There was no off-the-shelf tool built for this specific extraction task.
What we built
An AI system that reads the drawings and extracts the water structures automatically. Software that didn't exist to buy, at any price.
How fast
From first conversation to automated extraction in [X] weeks.
What changed
Hours of manual drawing review, gone.
What's next
With manual review eliminated, the team is looking at where else this kind of automated drawing extraction fits across their estimating process.
← See every case study

What's the workflow nothing fits?

The form your team fights with. The process living in a spreadsheet. The tool you pay for and route around. Tell us about it — that's where we start.

Tell us about your workflow