Pudu Robotics.

Buy if operating a mid-to-large hotel (150+ rooms) or multi-floor office complex seeking to cut delivery staff hours by 30–50%. Skip if elevators lack KONE/OTIS compatibility or floor layouts include significant outdoor terrain.

Buy if you operate 60+ seat venues with high table turnover and labor cost pressure. The 9-hour runtime covers one shift; smart tray detection eliminates missed pickups. Skip if your floor plan has stairs or outdoor areas—no multi-floor elevator support in this generation.

Buy if you run a full-service restaurant with 100+ covers/shift or a medium hospital with frequent inter-ward supply moves. Skip if your venue has outdoor service, narrow aisles (< 90 cm), or multi-floor demand—use FlashBot instead.

Buy if you operate single-shift warehouses or light manufacturing with <500 SKUs and need pickup-and-place under 14 kg per arm. Skip if you require >8-hour duty cycles, outdoor mobility, or sub-100 ms grasping response. Too early for ROI: third-party throughput data lacking.

Worth piloting if you operate multi-floor venues (hotels, hospitals, warehouses) with uneven terrain and need both mobility and dexterous pick-and-place; skip if you need off-the-shelf labor displacement or fixed payloads on flat floors — wheeled AMRs cost less and mature faster.