All projects Engineering

Engineering Precision at Scale

An AI agent that runs pressure vessel calculations in 20 minutes instead of a full day.

Engineering Precision at Scale
The Problem

A pressure vessel calculation lives with two senior engineers.

Hours of math. The kind of work that decides whether a refinery starts up on time.

Bottlenecks form around scarce expertise. Proposals miss deadlines. The senior engineers become a single point of failure, doing computation work instead of judgment work.

What We Built

The agent computes. The engineer reviews.

Runs the math

An agent that executes the full calculation pipeline, applies the relevant engineering codes, and drafts the documentation.

Engineer in the loop

Senior engineers review the output instead of producing it. Judgment stays human. Computation becomes mechanical.

A different way of working

Not a productivity tool. A change in who does what. Capacity scales without hiring more senior engineers.

Results

From one day to twenty minutes. Twenty times more proposals.

20min
Per calculation
20x
More proposals submitted
2
Senior engineers freed
1
Day reduced to minutes

Want something like this for your operation?

Book a free call