Powering Robotics: The Data Layer Behind Autonomy

Powering Robotics: The Data Layer Behind Autonomy brings together robotics and AI leaders to explore how high-quality data enables autonomy across humanoid robots, autonomous vehicles, and embodied AI systems. Moderated by Mark Esposito, the panel features Arian Sadeghi, Behrad Toghi, and Touraj Parang, who will discuss why data is often the true bottleneck, how robotics data is collected and validated at scale, and what the robotics data stack needs to look like over the next 3–5 years to safely move from demos to real-world deployment.