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Resource Hub

Real-world automation insights from Universal Robots, our partners and our customers.

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Testing Agentic Physical AI on UR Cobots
  • Blog

Testing Agentic Physical AI on UR Cobots

What we tested with the Model Hardware Standard (MHS) research preview — and why PolyScope X is the platform that gets us there.

  • AI
  • Product & Technology
How do you teach robotics for an industry that keeps moving?
  • Blog

How do you teach robotics for an industry that keeps moving?

Engineering curricula struggle to keep pace with AI-driven automation. A free, university-built curriculum suggests a more durable answer than constant rewriting — and no robot is needed to get going.

  • AI
  • Industry Insights
Assars
  • Case Story

Assars

Assars transformed powder coating with industrial collaborative robots—delivering consistent quality, cutting material use, and improving working conditions. Discover how intelligent automation turns manual touch-ups into a scalable, future-ready process.

  • Dispensing
  • Finishing
GMPack
  • Case Story

GMPack

As product complexity increased, GMPack needed a smarter way to scale high-mix production without adding labor or compromising hygiene.

  • Assembly
  • Material handling
  • Dispensing
Ergonomics, accuracy, and throughput: Why quality teams are turning to cobots
  • Blog

Ergonomics, accuracy, and throughput: Why quality teams are turning to cobots

Quality inspection often breaks down due to fatigue and repetition, not lack of standards. Explores how cobots help quality teams improve accuracy, protect inspectors and increase throughput by taking on the most physically demanding inspection tasks.

  • AI
  • Product & Technology
  • Industry Insights
How AI welding automation cuts downtime and defect rates
  • Blog

How AI welding automation cuts downtime and defect rates

Skilled welders are scarce, and traditional robots are difficult to program. Discover how AI-powered cobots simplify programming for high-mix, low-volume welding.

  • Product & Technology
  • Industry Insights
 Stellantis deploys dozens of AMRs to optimize logistic flows
  • Video

Stellantis deploys dozens of AMRs to optimize logistic flows

The Robotiq Wrist Camera is designed for industrial applications with Universal Robots. YOu can teach new parts and/or detect features fast to ensure repeatable picking.

  • Material handling
  • Assembly
  • Machine tending
  • Other
  • Product & Technology
Humanoids or purpose-built robots: What manufacturers hear when the hype fades
  • Blog

Humanoids or purpose-built robots: What manufacturers hear when the hype fades

Humanoids are everywhere right now. For manufacturing leaders already under pressure to improve productivity, the question is unavoidable: is this something we should be planning for?

  • AI
  • Safety & Compliance
  • Product & Technology
  • Industry Insights
Emerson
  • Case Story

Emerson

Emerson boosts efficiency, consistency, and operator well-being with collaborative automation

  • Welding
Why direct torque is the missing signal in imitation learning
  • Blog

Why direct torque is the missing signal in imitation learning

Imitation learning systems trained only on motion and vision break down when robots make real contact with the world. Direct Torque Control exposes force and physical interaction as first‑class signals, allowing learning models to capture intent, adapt during contact, and transfer more reliably from lab settings to production environments.

  • AI
  • Product & Technology
Adapting to the messy reality:   Why MODEX 2026 was the year of flexible automation
  • Blog

Adapting to the messy reality: Why MODEX 2026 was the year of flexible automation

MODEX 2026 made clear that the era of the ‘perfectly programmed grid’ is over. As I spoke with visitors at our booth, a profound shift became clear: companies are increasingly on the search for physical AI and robotics that react on the fly to real-world variability.

  • Product & Technology
  • AI
  • Industry Insights
MIG Welding and plasma-cutting robots eliminate manual clean-up and double output
  • Video

MIG Welding and plasma-cutting robots eliminate manual clean-up and double output

Carriere Industrial Supply (CIS) in Sudbury, Canada, produces heavy earth-moving equipment for harsh mining environments.

With large workpieces that are difficult to move and a low-volume, high-mix manufacturing environment, traditional robots aren’t ideal.

Cobots from Universal Robots now handle plasma cutting and MIG welding tasks, letting CIS bring the robot to the work—rather than the other way around – while eliminating manual cleanup on cut parts, saving 1,000 hours on a single project.

  • Welding