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Machines & intelligence

Physical AI

A repeated task on a workbench. An inspection that takes too long. A machine that needs a better view. We are interested in specific jobs where sensing and automation could help someone work more reliably.

An area of exploration
A blue robotic arm, copper gripper and optical sensor, painted on an ivory workbench

Our focus

The parts that interest us.

Perception

Turning a camera or sensor reading into useful information, with an understanding of what the system can miss.

Physical interaction

Exploring how software, a mechanism and its environment fit together around one clearly defined task.

The operator’s role

Making it easy to supervise the work, handle exceptions and return control to a person.

The question behind the work

Which part of the task could a machine help with, and how would we know it helped?

Possible first steps

Something
we could test.

Starting points for discussion. A useful scope would be worked through with the people involved.

A focused inspection

Test whether a camera can distinguish one relevant condition from another using representative examples of the task.

A bench experiment

Try a single repeatable action with a simple prototype before considering a wider process.

Discuss a first experiment ↗