Case Study 01 · Chicago-area sheet metal fabrication shop
Job entry: 15 minutes → 3 minutes
The Problem
Job entry took 15 minutes per job because estimators had to work around broken items, duplicate entries, and pricing nobody trusted. Bids were going out late — or not at all.
The Fix
Full database audit followed by a remediation sprint: deduplicated items, rebuilt pricing tables, repaired connectors and pressure classes, documented the structure.
15→3
Minutes per job entry
5x
Faster estimating turnaround