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Mobile Manipulator Accuracy: How Base Localization, Arm Calibration, and Part Pose Stack Up
An AMR base parks at a workstation with its navigation system reporting good positioning. The arm reaches for the part — and misses by several millimeters. The base did its ...
ByAIsirRobot Research Team
2026-09-03
Heavy-Duty AMR (1,500 kg+): Payload, Braking, Floor Load, Lifting, and Docking Acceptance
When payload goes from 500 kg to 1.5 tons, 3 tons, or even 5+ tons, the selection logic does not scale linearly. Selecting a 500 kg AMR is mostly about ...
ByAIsirRobot Research Team
2026-09-03
AMR Payload Rating vs. Real Load: How to Calculate Load Center, Tare Weight, and Dynamic Forces
An RFQ lands on a supplier’s desk: “Need an AMR that carries 500 kg, 16 hours a day, ramp access, oily floor in machining area.” The supplier quotes a robot ...
ByAIsirRobot Research Team
2026-09-03
What “Unattended” Cleaning Really Requires: Charging, Water, Drainage, Elevators, and Exception Handling
A cleaning robot that navigates autonomously is not the same as a cleaning robot that operates unattended. The difference is not navigation — it is everything else the site must ...
ByAIsirRobot Research Team
2026-09-02
Mobile Robot Battery Specifications: How to Compare Wh, Runtime, Charge Time, Cycle Life, and Duty Cycle
When a mobile robot datasheet states “8 hours runtime” or “2,000 cycle life,” those numbers are only meaningful if you know the conditions under which they were measured. A robot ...
ByAIsirRobot Research Team
2026-09-02
Exoskeleton Torque Explained: Why a Higher Nm Rating Does Not Automatically Mean Better Walking Assistance
When you compare walking-assistance exoskeletons, the first specification most datasheets highlight is torque in Nm. A device rated at 24 Nm sounds more powerful than one rated at 12 Nm ...
ByAIsirRobot Research Team
2026-09-02
Robot Gripper Selection Guide: Vacuum, Mechanical, Magnetic, and Soft Grippers Compared
The gripper is the part of the robot that actually touches your product. Get it wrong, and the most precise robot arm with the best vision system will still drop ...
ByAIsirRobot Research Team
2026-09-02
Rehabilitation Robot Procurement Checklist: Regulatory Status, Clinical Evidence, Training, Service, and Spare Parts
Buying a rehabilitation robot is not like buying a warehouse robot. Many rehabilitation robots intended for diagnosis, treatment, or rehabilitation purposes are regulated as medical devices, but regulatory status depends ...
ByAIsirRobot Research Team
2026-09-02
Mobile Robot Chassis Buying Guide for OEMs and Integrators: Payload, APIs, Navigation, Power, and Expansion
A mobile robot chassis is not a finished AMR. It is a development platform — a mechanical base with drive, power, sensors, and varying levels of software access that lets ...
ByAIsirRobot Research Team
2026-09-02
Cobot Cell Cost Breakdown: Robot Arm, EOAT, Fixtures, Safety, Integration, and Commissioning
A collaborative robot arm priced at $26,000 can become a$135,000 installed cell before it picks up its first part. In the illustrative example below, the robot arm accounts for about ...
ByAIsirRobot Research Team
2026-09-02
Autonomous Forklift Buying Guide: Pallets, Load Center, Lift Height, Aisles, Docking, and Safety
An autonomous forklift is not a forklift that drives itself to a pallet and picks it up. It is a system that depends on pallet type, load center, floor geometry, ...
ByAIsirRobot Research Team
2026-09-02
Buy, Lease, or Robot-as-a-Service (RaaS)? How Buyers Should Compare Robot Commercial Models
The same robot can be purchased outright, leased for a fixed term, or operated as a service with a recurring fee. Each commercial model shifts the cost structure, risk allocation, ...
ByAIsirRobot Research Team
2026-09-01