All Posts

Bin picking is one of the most requested robotic automation tasks and historically one of the hardest to get right. The concept is simple: a robot reaches into a bin and picks out a part. The execution is complex: the parts are randomly stacked, oriented in every direction, and look different every cycle. No two picks are the same. For decades, reliable automated bin picking required expensive custom systems built around proprietary hardware and months of integration work. Th

The question most manufacturers ask when they start thinking about automating material handling is the wrong one. They ask: "What is the best robot for material handling?" The better question is: "Which material handling task in our operation would benefit most from automation right now?" Automation of material handling is not a single project. It is a series of decisions, each building on the last. Operations that automate one task well, measure the result, and expand from t

Every manufacturing and distribution facility moves material constantly. Parts travel from storage to production. Finished goods move to staging. Cases get picked, sorted, stacked, and transferred. Most of this movement is repetitive, physically demanding, and relentless. Manual handling is also one of the most persistent sources of workplace injury, labor cost, and throughput variability in industrial operations. Workers fatigue. They call out sick. They turn over at high ra

Manual bin picking is one of the most persistent bottlenecks in manufacturing and logistics. A worker reaches into a bin, locates a part, orients it correctly, and presents it to the next process. They do this hundreds of times per shift. The task is repetitive, physically tiring, and difficult to staff consistently at the pace modern production demands. Automated bin picking replaces that manual step with a robot arm and a 3D vision system that locates parts wherever they la

When manufacturers evaluate robot arms and 3D vision cameras, two specifications appear on nearly every datasheet: accuracy and repeatability. They sound similar. They are often used interchangeably in casual conversation. In engineering terms, they measure entirely different things, and confusing them leads to real consequences when building an automation cell. A robot arm or camera can be highly repeatable but inaccurate. It can be accurate but not particularly repeatable.