The Rise of AI-Assisted Coding in Small-Scale Manufacturing

Jeff West using Cogbill-ERP, a result of AI-assisted coding manufacturing for MTR traceability.

Innovation in the industrial sector often focuses on bigger lasers or faster robots. However, as our parent company, Cogbill Construction, recently demonstrated, some of the most impactful ‘machinery’ in a modern shop is AI-assisted coding manufacturing.

A recent article in The Fabricator highlights a significant milestone for the Cogbill team. Faced with the choice between expensive, rigid “off-the-shelf” software and the limitations of traditional spreadsheets, they chose a third path: Building a custom ERP using AI, our new Cogbill-ERP.

Beyond Spreadsheets: AI-Assisted Coding Manufacturing for a Paperless Shop

The story follows Cogbill’s Shop Foreman, Jeff West. A veteran welder by trade, West utilized AI agents like Claude to bridge the gap between his deep knowledge of fabrication and the complexities of JavaScript.

The result is a custom-built platform that handles the “heavy lifting” of shop management software:

Jeff West standing in a metal fabrication facility utilizing AI-assisted coding manufacturing.
Foreman by day, developer by night—Jeff West is proving that the next generation of manufacturing is driven by those on the shop floor.

At RedLineIPS, we believe Cogbill’s journey is a prime example of how small fabrication shops can leverage Artificial Intelligence to compete with much larger organizations. By automating the administrative bottlenecks of quality control and traceability, as well as production management, they have freed up their team to focus on what matters most: high-quality construction.

Read the full story at The Fabricator: How a small fabrication shop built its own ERP with AI

FAQ's

Typical Queries and Information

It is the ability to track a finished part back to its original Material Test Report, verifying that the material meets all engineering and safety specifications.

We use AI to assist in coding custom software modules and perfecting the user interface, making complex data entry accessible to everyone on the shop floor.

While we still use printed drawings for fabrication, all MTRs, QC check sheets, and job communications are handled digitally to reduce errors and speed up delivery.