custom ai · manufacturing

Custom AI for metal fabricators, what actually works in 2026.

For a small metal fabrication shop in 2026, AI is highest-ROI at the inbound-RFQ layer (reading drawings + bill of materials, classifying job type, producing draft quotes for sheet metal and weldments) and at the materials-procurement layer (predicting steel/aluminum needs from the next two weeks of jobs). Custom welding judgment work stays with the senior fabricator.

integrates with: Paperless Parts · Steel Projects · Lantek

01 / what works

High-ROI uses (3)

Sheet metal quoting from drawings

AI reads the flat pattern, identifies bends, holes, finishes, computes nesting efficiency, applies your price book. Draft quote in <5 minutes for standard parts.

Weldment quoting first pass

AI reads the assembly drawing, identifies parts, weld lengths, materials, procedures called out. Estimator reviews the weldment-time estimate (where AI is rougher) and finishes.

Materials forecasting

AI looks at scheduled jobs, current stock, and lead times, and recommends procurement orders weekly. Saves the buyer from "we're out of 1/4 plate" surprises.

02 / what doesn’t work

Low-ROI traps to avoid

Custom artistic / architectural work

A custom railing or staircase isn't in any price book. Senior estimator prices these from experience.

Welding procedure specifications (WPS) interpretation

Code-driven welding (AWS D1.1, ASME) requires careful interpretation. AI summarizes; senior welder confirms.

03 / sketches

What we’d build

Sheet-metal RFQ agent

Inbound: customer email + flat pattern PDF/DXF. AI step: read pattern, count features, propose nesting, build draft quote. Output: estimator reviews + sends. Build time ~3 weeks.

Have a metal fabrication shop workflow that fits one of these shapes?

Send a short note. We’ll write back within two business days with whether it’s a fit and a rough shape of the build.

Tell us what you need
04 / faq

Questions metal fabricators actually ask.

Will AI handle weld-time estimation?

For straight-line MIG welds on standard plate, reasonably well, within ~15%. For TIG, GMAW-P, or anything code-driven, treat AI as a starting estimate and let a senior welder finalize.

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