forbes.com
The Denominator Problem: What Warehouse Robots Taught Me About Reliability
Shivansh Inamdar, a robotics engineer at Nimble Robotics, explains how a 95% pick‑accuracy rate in warehouse robots translates into thousands of daily failures when scaled to 50,000 picks. He argues that commercial viability hinges not on eliminating failures but on designing systems that manage them efficiently. Inamdar highlights that each percentage point improvement reduces failures by hundreds, yet even a 97% success rate still yields 1,500 errors. The article underscores the importance of robust error handling in [...]