GRIND SMARTER //  Frans Tollenaar, CEO at Teqram, explains how AI-driven vision systems eliminate the programming barrier for robotic grinding

Above: The EasyGrinder uses 3D vision sensors and AI to see the part just like a human operator does.

April, 2026- Q: What is the biggest challenge fabricators face regarding part finishing and grinding?

A: The industry is hitting a wall with manual grinding. It is one of the most physically demanding, hazardous and monotonous tasks on the shop floor. Finding skilled labor willing to do this work is becoming nearly impossible, and turnover is high. Beyond the labor shortage, there is the issue of consistency. Manual grinding varies from operator to operator and shi to shift. As quality standards like DIN EN ISO 8501-3 (preparation grade P3) become stricter for flame-cut and plasma-cut parts, relying on manual labor to achieve perfect edge rounding or slag removal is no longer sustainable or cost-effective.

Q: Robotic grinding cells have existed for years. Why haven’t they been widely adopted by highmix job shops?

A: The barrier has always been programming. Traditional robotic cells require CAD files, offine programming or time-consuming “teach-in” sessions where a robot is manually guided through points. For a job shop producing batches of one to five parts, the setup time often exceeds the actual grinding time. It simply didn’t make financial sense to automate unless you were doing massive serial production. Fabricators wanted to automate, but the complexity and downtime required to switch between different part geometries made it impractical.

Q: How does the EasyGrinder change this equation for the average fabricator?

A: The EasyGrinder eliminates the programming phase entirely. It utilizes a proprietary combination of 3D vision sensors and artificial intelligence to see the part just like a human operator would. When you place a part on the tablewhether it’s a 50-pound plasma-cut bracket or a 2,000-pound flamecut platethe system scans it, identifies the geometry and autonomously generates the grinding path. There is no teaching and no need to upload CAD models. The operator simply selects the desired finish (e.g., slag removal, R2 edge rounding) and hits start. It effectively democratizes robotic automation for high-mix, low-volume producers.

Q: Can the system handle the unpredictability of thermal cutting, such as part distortion or variable slag levels?

A: Absolutely. Thermal cutting introduces variables that rigid programming struggles to handle, such as heat distortion or warping. The EasyGrinder’s vision system creates a custom path for that specific physical part, not a theoretical CAD model. It also features our patented control mechanism, which allows the robot to apply the right pressure and ensure a consistent finish across the entire contour.

Q: What is the long-term operational impact of implementing this no-programming technology?

A: It transforms the finishing department from a bottleneck into a competitive advantage. You get predictable output that can run 24/7, with one operator overseeing the work of what used to take three or four manual grinders. It also significantly improves workplace safety by removing employees from the immediate hazard inherent to manual deslagging and grinding. Ultimately, it allows fabricators to bid on contracts requiring strict finishing standards (like ISO edge rounding) with total confidence, knowing their cost per part is lower and their quality is 100 percent reproducible.

Q: How is the North American market responding to this approach?

A: The United States and Canada are growth markets for us. North American fabricators are actively looking for ways to decouple production capacity from labor availability, and they are adopting the EasyGrinder to do it. We have systems running at major heavy industry players like O’Brien Steel Services in Peoria, Illinois; Minerd & Sons in Lawrence, Pennsylvania; and Canam Bridges in Québec City, Canada. We are also seeing multiple installations within single companies, such as Accurate Metal, which deployed units at both their Milwaukee, Wisconsin, and Rockford, Illinois, facilities. These companies are using automation not only to replace labor but also to secure a competitive advantage in speed and consistency.

Teqram, teqram.com.

 

 

 

 

 

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