How to Choose the Right Mobile Robots for Your Business?

IFR logged 86,000 logistics robots sold in 2022, a striking measure of demand for automated material movement. But a market figure cannot tell you which robot fits your operation. Start by mapping what actually moves: cartons, pallets, totes, or mixed loads. Note each load’s weight, dimensions, pickup point, and destination.

Watch the workflow during a busy shift. How many trips happen per hour? Where do queues form? A robot suited to steady pallet transfers may struggle with narrow aisles, changing drop-off points, or frequent manual handoffs. Measure travel distances and wait times, too. Small delays add up.

Then match capacity to the real need. Check floor conditions, aisle widths, lift heights, and how workers share routes with machines. Confirm that the robot can connect with doors, lifts, and warehouse software. Test a representative route before committing.

That number matters. Yet planning can still miss the odd oversized package or a temporary stack of goods. Leave room for those imperfect days, and review performance after deployment rather than assuming the original flow map stays accurate.

How to Choose the Right Mobile Robots for Your Business?

Choose AGVs or AMRs Based on Route Stability and Flexibility

The best choice depends on how predictable your routes are. Automated guided vehicles (AGVs) typically follow defined paths, such as floor markings, wires, or reflectors. They can suit repeatable trips between fixed points, like moving pallets from a staging area to a production line. Changes to the route may require adjustments to the guidance system. That matters.

Autonomous mobile robots (AMRs) use sensors and onboard navigation to move through mapped spaces and respond to obstacles. They may fit facilities where people, carts, or workstations shift during the day. Still, an AMR needs clear operating rules, suitable space, and careful testing. It cannot make a crowded aisle risk-free. A route that seems flexible on screen may become slow when workers leave carts near a doorway.

How to Choose the Right Mobile Robots for Your Business?

Check Payload, Travel Paths, and Aisles Against ISO 3691-4:2020

ISO 3691-4:2020 sets safety requirements for driverless industrial trucks and their systems. Treat it as a safety framework, not a shopping checklist. Start with the heaviest load the robot will actually carry, including the container, attachments, and any off-centre items. A stated payload may not reflect a tall, unstable tote or a load that shifts during a turn. Check stopping behavior, protective functions, and operating zones against the standard’s requirements. Small details matter.

Map the real route, not just the clean version on a floor plan. Measure the narrowest aisle, doorways, turning points, floor transitions, and space beside racks. Include load overhang and clearance for pedestrians. The International Federation of Robotics’ World Robotics 2024 report recorded 113,000 professional transport and logistics service robots sold in 2023, a 35% increase from 2022. That growth makes careful site assessment more important, not less. A neat CAD drawing can still hide a bad turning point.

Test the proposed route with the actual vehicle and load where possible. Check one-way and two-way traffic, crossing points, docking space, and the distance needed to stop safely. Compare these conditions with your risk assessment and ISO 3691-4:2020 requirements. A spreadsheet can look precise. One overlooked corner can undo the plan.

How to Choose the Right Mobile Robots for Your Business?

Assess Fleet Software, System Integration, and Mixed-Traffic Safety