Benji Barash is the co-founder and CEO at Roboto AI, a company focused on accelerating the search and analysis of robotics data. Prior to founding Roboto, Benji worked as an engineering leader at Amazon Robotics, and at the Allen Institute for AI (AI2). Benji was a founding engineer on Amazon’s drone delivery program in Cambridge, UK, where he led the development of large-scale simulation platforms and safety-critical autonomy algorithms.
Robots don’t get smarter by accident; they improve through a deliberate data flywheel. This panel explores how real-world robot data is captured, curated, and fed back into perception, autonomy, and system performance. Drawing on lessons from field-deployed robots, we’ll explore how to design the data flywheel from day one, turning pilots into scalable, field-ready platforms that continuously learn and improve in production.