Formic Founder Outlines Key Challenges for Physical AI in Factories
Formic CEO Saman Farid shares four key lessons learned from deploying physical AI in manufacturing. He emphasizes integration challenges, workforce buy-in, and realistic ROI calculations.

Formic Founder and CEO Saman Farid has identified four critical lessons from deploying physical Artificial Intelligence (AI) in manufacturing settings. The company, which has completed over 100 deployments, focuses on addressing the practical challenges that arise when integrating robots into existing factory operations.
Farid states that the primary bottleneck is rarely the robot's capability itself, but rather its integration into current production lines and workflows. "Industry obsesses over capability without seeing the full picture. That doesn’t matter much on a production line, where the constraint is integrating into existing shifts and processes, because integration usually equals downtime," he explained. The difficulty lies in making robots function within systems not designed for them.
Furthermore, Farid highlights the crucial role of workforce acceptance and involvement in the success of automation projects. "On the floor, line managers and workers decide whether a deployment succeeds in month one or gets unplugged," he noted. Successful implementations require that the floor staff genuinely understand the reasons for automation and perceive benefits for themselves, fostering a sense of ownership.
Regarding return on investment (ROI), Farid advises manufacturers to look beyond simple calculations. "Most manufacturers have run the numbers before they buy but lack confidence that ROI would show up, every day, on the floor. Certainty is the real blocker to automation adoption," he stated. He recommends calculating the total cost of ownership, including installation, spare parts, maintenance, downtime, and retraining, rather than just the initial investment.
Farid points to a significant labor shortage in the industry, particularly for physically demanding tasks, making widespread robot adoption necessary for sustaining American manufacturing. He argues that automation is not a threat to jobs but a solution for ensuring the industry's sustainability and maintaining quality of life.