01 October 2026 | StageOne, Zurich

Inspection robots must work reliably in the messiest industrial environments out there, and every site presents new challenges. How well you specify these challenges sets the performance ceiling for your model. How fast you validate against that specification determines the pace of your delivery cycle. At ANYbotics we work closely with every customer to turn their site's particularities into training data and an efficient evaluation system before our robots get there. Once deployed, every failure mode we observe becomes a new specification to train and validate against. This talk covers how we tackle the specification challenges of scaling robotics from proof of concept to industrial maturity.