Cobots, AMR/AGV, vision, on-device inference, and RobOps.
RobOps is DevOps for robots – the discipline of monitoring fleets, versioning software and maps, and shipping safe over-the-air updates without stopping production. This guide gives SMEs a practical framework that works for ROS2-based stacks and vendor platforms alike.
Edge vision beats the cloud when you need sub-second decisions, data privacy, and offline resilience. This guide shows how SMEs can deploy on-device defect detection – from cameras and lenses to models, evals, and upkeep – without hiring a research team.
AMR or AGV? In brownfield warehouses, the right choice depends on navigation constraints, fleet orchestration, and charging strategy – not brand names. This guide compares both, shows where each wins, and gives you a 45-day pilot plan.
“Cobots or industrial robots?” For small and mid-sized manufacturers, the right answer depends on deployment speed, safety envelopes, and per-cell ROI – not buzzwords. This guide gives you a practical comparison, a quick ROI model, and a 30-60 day pilot plan you can run on a brownfield line.
