Perceptron is a research company developing artificial intelligence for the physical world, with a focus on building what it calls Physical AGI. Its technology is designed to help machines perceive their surroundings, reason about events and physical dynamics, and act reliably in real-world settings. The company offers promptable vision models intended to work across a wide range of industries and applications, including sports, infrastructure, smart homes, manufacturing, agriculture, security, aerial systems, and wearables.

One example on its website shows the model assessing whether a basketball shot was taken before a buzzer, using ball position and the shot clock to explain its conclusion. Perceptron highlights advanced perception, physical reasoning, and real-time decision-making as core capabilities. Developers can try a demonstration and access the technology through APIs, while enterprises can contact the company about commercial licenses for its model weights.

The site also announces Perceptron model releases, including Mk1 and Mk1. 5, and an Egocentric API. Its stated aim is to provide an adaptable intelligence layer for machines operating in the real world