Many Physical AI companies begin as product companies, but once products leave the lab and enter real-world environments, a new reality often emerges.
Deployment becomes operation, and suddenly customers require support, systems require monitoring, and deployments need coordinating. Nothing is simple.
At this point, success is no longer defined by the product itself, but by the customer experience.
Deployment is the beginning of an entirely new set of challenges. This is where Physical AI Operations (RobOps) becomes essential for a product’s success.