How to Accelerate Innovation in the Robotics Industry

One of the challenges, especially in the robotics industry that we run into is getting to that point to collect data. And given we are heading towards machine learning first approaches, neural networks during edge computing on the car, on the robot itself, that means our innovation needs that data to be there. I do think that when you're designing things, you need to think about success metrics, right? And you need to do testing and you need to start thinking about how you test your hypotheses early on.