AI tools for your welding shop — what works, what it costs, and how to start.

The welding-specific stuff — not just generic field-service apps

The four areas above (getting found, capturing calls, dispatch, follow-up) are front-office tools that work in any trade. But there's a second layer of AI built specifically for welding and fabrication — the kind a plumber would never touch. Here's what's real today. Some of it runs in a one-truck shop; some of it lives on a production floor and is worth knowing about as you grow.

• Weld-defect detection by machine vision. Camera-and-AI systems watch the weld and flag likely porosity, undercut, lack of fusion, or a missed weld in or near real time. Mostly a production-cell and robotic-weld tool today, not a one-truck-rig tool — but it's where automated visual inspection is heading.
• Seam tracking. On automated and robotic setups, vision-and-sensor systems follow the joint and correct the torch path on the fly when the part shifts or the gap varies. Keeps the bead on the seam without a hand on the torch.
• WPS / PQR as a real workflow. Software pulls the essential variables (base metal, filler, joint design, position, preheat, interpass, PWHT) and drafts the Welding Procedure Specification and Procedure Qualification Record formatted for submission — then checks the parameters against the code you're working to, so a number outside the AWS D1.1 or ASME Section IX range gets flagged before the inspector finds it. The welder and inspector still verify the test results.
• Code-compliance verification. Cross-checks job parameters against the applicable code (AWS D1.1 structural, D1.5 bridge, ASME Section IX, API 1104 pipeline) and surfaces where you're out of range. It does not certify — it catches the obvious miss before it costs you a rejected weld.
• Welder certification and qualification tracking. A live library of who's qualified for what, with expiration and requalification dates, that blocks dispatch on jobs a welder isn't certified for and flags expiring quals 60-90 days out.
• Inspection / NDT documentation. Pulls visual, dye-penetrant, MT, UT, and RT results into the inspection record and keeps the report package ready for the customer or the AHJ to pull — instead of a folder of loose paperwork.
• Material traceability. Ties heat numbers and mill test reports (MTRs) to the parts they went into, so a pressure-vessel or pipeline job has a clean paper trail from plate to finished weld.
• Power-source data. Platforms like Miller Insight and Lincoln CheckPoint read arc-on time, deposition, wire and gas use, and voltage/amperage/wire-feed-speed straight off the welder, so you can see real productivity per station and catch a process drifting out of spec. This is shop-floor and production gear, not a solo-rig tool — but it's the honest answer to "what does AI actually do at the arc."

Straight talk: the front-office tools (phones, quoting, dispatch) are what most one-rig and small shops will actually buy first, and they do work across trades. The machine-vision and arc-data items above are real, but a lot of it lives on production floors and automated cells today. We list both so you know what exists and don't overpay for factory gear you don't need yet.

How a small fab shop actually uses these together

You don't buy all of this at once. Here's the chain most small shops settle into, front to back: a request comes in, a quote goes out fast, the tool nudges the customer if they go quiet, and the invoice goes out the day the work is done. The cert and PQR paperwork rides along in the background.

1. Request comes in (any channel).

   A contractor texts a photo of a busted handrail, a shop emails a DXF for 40 brackets, or someone calls after hours. Quo or your dispatch tool captures it so nothing lands in a voicemail nobody checks.

2. Quote out the same day.

   QuoteIQ reads a field sketch or photo; CutQuote reads a DXF or drawing, nests the parts, and prices cut, weld, coat, and bend line items. You eyeball it, add what the AI missed, and send it before the customer calls the next shop.

3. AI chases the quiet ones.

   If the customer doesn't answer the quote, the tool follows up on a schedule you set — a nudge at two days, another at five — instead of the quote dying on your phone because you were under a truck.

4. Invoice the day it's done.

   Work order closes, invoice goes out same day with the AWS cert package attached, and a review request fires a day later. Cert expirations and PQR drafts run in the background the whole time.

Copy-paste prompts a welder can use today

You don't need special software to start. Paste one of these into a free AI chat (ChatGPT, Claude, Gemini), swap in your own details, and check the output before you use it. Treat every one as a draft a welder still has to verify — the AI doesn't know your code book or your fit-up.

Feature-by-feature: which tool does what

The same tools, lined up by the features a welding or fab shop actually cares about. A check means the feature is built in; "add-on" means it's there but on a higher tier or via an integration. CutQuote is the one tool here built specifically for cut-and-weld fab. Verify current capabilities with each vendor — they ship changes often.

What the columns mean, in plain English:

• AI call answering — picks up the break-down call when you're under a hood or on a ladder, gets the job details, and books it or texts you. A Saturday repair call stops going to voicemail.
• Quoting (photo / DXF) — the customer (or you) sends a phone photo of a sketch, or a CAD file, and the tool drafts a fab quote with material, cut, weld, and finish line items. "DXF / drawing" means it reads a real drawing file; "photo / sketch" means it reads a snapshot.
• Job + WPS/cert tracking — keeps the job, the material, and the welder paperwork (WPS/PQR drafts, AWS/ASME cert expirations) in one place instead of a folder of loose sheets. Most general tools track the job; the welding-specific layer adds the cert and WPS side.
• Dispatch AI — the traffic controller for your rigs: it sends the right rig (right gas, right process, qualified welder) to each job and reshuffles the day when an emergency hits. See exactly what it does, with a welding example ↓
• Best-for shop size — roughly how many rigs (or what kind of fab floor) the tool is built for.

What “Dispatch AI” actually means — the column above, in action

It’s the part of the shop that decides which rig goes where and when — usually the owner or whoever runs the phones, juggling the job board. “Dispatch AI” is software that does that juggling for you. It sounds vague until you watch it work on a busy morning, so here’s the concrete version in a welding shop specifically:

• Live rerouting on a break-down emergency. A conveyor frame cracks at a plant at 10:40 AM and they need it welded today. The software sees which rig is closest, who's already running 30 minutes long, and whose next job is a fence repair that can slide to the afternoon. It proposes the reroute; the dispatcher hits accept. The plant gets the nearest qualified rig instead of whoever happens to pick up.
• Process- and gas-on-truck matching. The job says "stainless food-grade handrail repair, TIG." The software checks which rig is set up for TIG, has argon on board (not just CO2/mix for MIG), and a welder qualified for the stainless work — and routes it there instead of sending a stick rig that would have to drive back for gas. Fewer second trips, more jobs closed same-day.
• Qualification gating before the truck rolls. A structural job needs a D1.1-qualified welder running stringer beads in the downhand position. The software won't drop it on a rig whose welder isn't current on D1.1, and it flags if that welder's cert is inside the 60-90-day expiration window. The wrong job stops landing on the wrong rig before it becomes a rejected weld.

None of this replaces the welder's judgment — the dispatcher still overrides the messy calls, the welder still confirms what code applies and verifies the fit-up on site. The AI just stops the routine routing decisions from eating the morning.