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

Walking the floor at MODEX 2026 in Atlanta last week, the signal was loud and clear: The era of the ‘perfectly programmed grid’ is over. Our world is messy, unstructured, and rarely fits into perfect dimensions. For years, this was the primary barrier to automation. But as I spoke with visitors to our booths, I encountered a profound shift. More and more companies are on the search for physical AI and robotics that react on the fly to real-world variability.

At Teradyne Robotics, through the combined power of Universal Robots and MiR, we have leaned into this reality. Whether it is a box pushed out of position or a damaged pallet, our goal is clear – it’s to provide automation that doesn't just work but adapts.

Nothing illustrated this theme more vividly in our own MODEX booth than PALTZ, the new cobot palletizer from our partner beRobox. Utilizing their STACKiT AI Vision, this system can redirect on the fly to pick up any box that has been moved or changed in orientation. This isn’t just a demo; it’s an example of how physical AI is simplifying operations by handling the unpredictability of the factory floor. In a world where manufacturers have long accepted that ‘automation loves consistency,’ watching a UR20 collaborative robot shrug off inconsistency in real time is game changing.

There has been a lot of talk lately about a ‘humanoid invasion,’ but walking the floor this year, I noticed fewer humanoids than last year’s Promat and the one’s that were there could not showcase in continuous operation. The honest question the industry is asking - and that customers are asking vendors directly - is whether humanoids can deliver demonstrable ROI in real operations within a meaningful timeframe.

For now, the mobile cobot, autonomous mobility paired with a capable manipulator arm, fills that gap more practically. If adaptability was the theme of the show, the MiR MC600 mobile cobot may be its most complete expression. Combining MiR’s MiR600 autonomous mobile base with Universal Robots’ UR20 or UR30 cobot arms, the MC600 unites autonomous mobility with part manipulation in a single platform capable of handling up to 600 kg. It palletizes, handles complex box configurations, and tends machines, moving between tasks and locations without fixed infrastructure or dedicated floor space.

The MC600 matters because it addresses a gap that humanoid robots are pitched to fill, but can’t reliably close. Mobile cobots with real manipulator arms are available today, deployable today, and generating ROI today.

Perhaps the best example of automation adapting to dynamic environments is the MiR1200 Pallet Jack that also drew crowds at our MODEX booth. Pallet handling in real warehouses is rarely clean. Pallets are misaligned. Floors are cluttered. Overhead clearances vary. The MiR1200 Pallet Jack is built specifically for this reality. Powered by NVIDIA Jetson AGX Orin and trained on over 1.2 million real and synthetic images, its AI-based detection system uses 3D vision to identify pallets and execute pick-and-place operations with a level of precision that otherdetection technologies simply can’t match.

The MiR1200 Pallet Jack fuses LiDAR and 3D vision to detect obstacles on the floor, overhead, and around the robot, dynamically rerouting in real time rather than stopping or waiting for a human to clear the path. Critically, the MiR1200 integrates directly into existing MiR AMR fleets and is managed through MiR Fleet, making it a natural extension of operations that are already running MiR hardware. For enterprise customers managing complex, multi-site workflows, MiR can now be a genuine one-stop shop for autonomous material handling across every load type.

Beyond our own booth, the theme of adaptability was present in the Ocado Storage and Retrieval System (OSRS) demo, described as the fastest, densest cubic storage technology available for high-throughput fulfillment. Built on an ultra-light frame with a 12-by-12-by-12 cells, the demo allowed visitors to watch OSRS robots pass each other at high velocity to fetch inventory totes and drop them at a pick station where our UR12e cobots pick unstructured items out of the totes.