Machine tending
Customer: manufacturers. Robot loads and unloads equipment. Check machine interfaces, part orientation and gripper changes. Pilot measure: accepted parts per scheduled hour, including stoppages.
APPLICATIONS
Start with a useful task.
Illustrative application briefs to help teams frame a pilot, compare approaches and define what successful operation would mean.
Palletising & packaging
Customer: production and distribution teams. Automate repetitive product movement. Check payload, stack pattern, product damage, pallet access and downstream flow. Measure: accepted cartons per hour.
Material movement
Customer: warehouses and factories. AMRs carry material between stations. Survey routes, doors, crossings, charging and handover equipment. Measure: completed missions and time waiting at transfer points.
Picking & returns
Customer: retail logistics. Vision-guided handling tackles variable items. Build a representative test set, define reject handling and protect fragile goods. Measure: correct picks and exceptions per thousand attempts.
Assembly & inspection
Customer: electronics and general manufacturing. Combine motion, force control and inspection. Define tolerances, traceability and verification against known defects. Measure: first-pass yield and intervention rate.
Research & education
Customer: laboratories and technical training. Explore motion, sensing and automation in controlled settings. Require suitable supervision, access controls and documented exercises. Measure: repeatable, safely completed learning tasks.
A pilot should answer a decision.
Agree the baseline, representative products, acceptance threshold, exception process, operator involvement and full lifecycle costs before comparing systems.
Model a scenario →