The welding industry talks about defects, rework, and quality — but rarely in dollars. That's a mistake. Because when you do the math, the numbers are telling enough.
Most welders think a bad weld costs them the time to fix it. The reality is much worse.
A single failed weld costs 2-3 times the original fabrication cost to repair. That's not speculation — that's what the industry itself reports.
But here's where it gets expensive: 10-50 times. That's how much it costs when you catch that same bad weld downstream — after assembly, after paint, after it's shipped to the customer.
Think about that. One weld. One mistake. The difference between grinding it out in the booth versus tearing apart an entire assembly to fix it.
Every fabrication shop loses money to what manufacturers call "Cost of Poor Quality" (COPQ). For welding-intensive operations, that's 15-20% of revenue.
That's not from bad welders. That's from welders who don't get feedback fast enough to improve.
The average welder practices. They lay beads. They run more beads. Without a look at the bead after each pass, they don't know what's wrong until the repair is expensive.
By then, you've already spent the material. Already burned the labor. Already moved on to the next step.
Let's do some quick math on a fabrication shop:
That could easily reach six figures per year in rework. And that's just the direct costs.
Now add the downstream failures. The customer complaints. The warranty claims. The reputation damage.
Here's the uncomfortable truth: most welders don't get feedback in real-time.
They finish a weld. They move on. They don't know if that undercut was too deep. They don't know if that porosity matters. They find out weeks later, after the assembly is already built, and the repair costs much more.
By then, it's expensive.
This is where AI changes the equation.
DimeVision lets welders snap a photo of any weld and get instant feedback:
Someone practicing on their own can photograph a bead and get defect callouts plus what to fix on the next pass. Free is 3 scans a day. It is a practice aid, not a certification and not an inspection.
The difference between catching a bad weld on the first bead versus the twentieth is the difference between a $20 fix and a $2,000 one.
| Metric | Value |
|---|---|
| Immediate rework cost | 2-3x original |
| Downstream rework cost | 10-50x original |
| Cost of Poor Quality | 15-20% of revenue |
| Welds needed by 2029 | 320,000 new |
The welding industry has a skills gap problem. 320,000 new welders needed by 2029. 157,000 nearing retirement.
We can't train enough welders fast enough with the old methods. One instructor watching 20 students. Paper tests. Quarterly evaluations.
A practice photo can still show what to fix before the next pass. That is what DimeVision does for people learning or practicing on their own, including hobbyists and self-taught welders. Free is 3 scans a day.
A practice photo can show what to change before the next pass, so a defect does not get buried under more weld. DimeVision does that. It does not certify a weld.
A bad weld caught immediately costs you one redo.
A bad weld caught after the assembly is finished costs you 10-50x more.
A practice photo can show the defect before you stack more passes on it. That is what DimeVision does. It is a practice aid, not a certification and not an inspection.
Get DimeVision on the App Store