Two of the biggest names in industrial robotics used this year's Automate 2026 conference as a stage to show off what they're calling "physical AI" — artificial intelligence that doesn't just process data, but moves things in the real world.
According to PR Newswire, FANUC America brought a slate of AI-enabled robotics demos to the show floor, highlighting how machine intelligence is being built directly into its automation systems.
Teradyne Robotics went a step further, according to Robotics & Automation News, unveiling applications it describes as "production-ready" — meaning these aren't lab prototypes but systems meant to be deployed in actual factories.
The term "physical AI" is becoming something of an industry rallying cry, distinguishing robots that can perceive and react to unpredictable environments from older automation that simply follows fixed, pre-programmed paths. The promise is machines that can handle variability — misaligned parts, unexpected objects, changing conditions — without constant human reprogramming.
Automate is one of North America's largest robotics and automation trade shows, making it a natural venue for companies to signal where the industry is heading.
If physical AI delivers on its promise, it could dramatically lower the barrier for smaller manufacturers to adopt robotics — machines that learn on the job are far easier to deploy than ones that require painstaking setup.