Ongoing collaborations and deployments (e.g., Kawasaki Robotics + Dexterity expanding Physical AI for trailer loading/unloading with RL030N 8 DoF arms and Mech robots; broader AMR/AMR fleet integrations) focus on complex warehouse logistics. AI solves SKU challenges in picking without per-item training, enabling higher reliability in varied inventories. Amazon's investments in AI robots like upgraded Proteus and Vulcan continue influencing global standards.
Market reports note AMRs dominating over fixed AGVs for flexibility, with applications in palletizing/de-palletizing, sorting, and goods-to-person systems driving ROI in labor-short environments.