Anders Billesø Beck, Vice President, AI Robotics Products, Universal Robots, discusses which robotic technologies will have the biggest impact in 2026.
“In 2026, I anticipate the most impactful advances will come from the integration of predictive mathematical techniques and purpose-built AI for robotics. We’re moving beyond reactive automation – robots will increasingly anticipate and adapt to their environments using advanced modeling tools like dual numbers and jets. This predictive intelligence enables robots to simulate scenarios and optimize actions before execution, fundamentally changing how we approach automation.
“Additionally, vertical AI applications tailored for specific tasks – such as AI-driven welding, assembly, and logistics workflows – will become more standard. These solutions, pre-trained and ready to deploy, will allow for rapid scaling and adaptation, especially in industries where variability and complexity have traditionally limited automation.”
Physical AI will dominate 2026 robotics innovation
“My boldest prediction for 2026 is about physical AI. Next year, we will see real deployments leveraging imitation-learned physical AI models and this will mark a tipping point for collaborative, imitation-driven robotics. We’ll see robots not just operating as isolated units but forming adaptive teams that learn from each other and from humans in real time. Through the rapid advances in imitation learning and peer-to-peer communication, robots will be able to observe, imitate, and refine behaviors collaboratively – enabling dynamic reconfiguration of workflows without complex programming.
“This shift will transform how we think about automation: robots will become intuitive partners, capable of seamlessly integrating into human-led processes and adapting to changing conditions on the fly. The emergence of secure, privacy-preserving data exchanges will further accelerate this trend, allowing anonymized performance data to fuel smarter AI models across the ecosystem.”
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