The situation
The operational flow requires reviewing technical drawings at high volume before they reach production.
Each drawing contains details that, if missed, create plant-floor risks or cost overruns during fabrication.
The review depends on senior engineers and consumes significant time.
What I built
An AI system that operates on every drawing before it reaches production.
What happened
Before, they spent their time reviewing line by line. Now they apply judgment over material already pre-processed by the system — faster, with more coverage, and without burning senior capacity on low-value review.
The capacity and quality of this stage grow without adding more senior engineers.
Validation was blind, sample-by-sample, against the client’s own expert analyses.
Senior time now goes to judgment, not line-by-line checking.