Physical Scientific Intelligence
Robotic systems that reason, experiment, and discover
Zeon robots run complete experiments using the equipment already in your lab, with AI continuously watching and reasoning about every step.
The Zeon System
Built to deploy.
Describe an experiment. Run it on robots.
01 / PROMPT
Describe the experiment you want to run
A coding agent turns your protocol into a workflow using the skills available in your lab.
1. Prep my master mix according to the following protocol.
2. Pipette into all wells containing sample in my plate.
Seal plate with a gas-permeable seal.
4. Load into incubator shaker and hold at 30 degrees for 5 hours.
02 / SIMULATE
Preview workflow in simulation
Review the workflow in a wold model of your lab before the robots move.
03 / RUN
Run it on robots
Execute the workflow using the robots and instruments already in your lab.
04 / Monitor
AI watches every step
Continuously monitor the experiment, watch for errors, and reason about what’s happening as it runs.
The bridge between scientific intent and physical execution.
Works where humans do
Operate the same instruments, labware, and benchtop environments scientists already use.
Flexible
Scientists can program new experiments in minutes. Adapt new experiments quickly as protocols change.
Reliable
Track every action, state, image, and result so runs are repeatable and easy to review.
What people are saying about Zeon.
Claude Community AI Science Demo Night
More than 100 people joined the first AI Science demo night, where researchers showed how new hardware and software can make building feel “JARVIS to Iron Man level empowering.”
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Is autonomous science here?
At the AI Science World Model Hack, BioMate brought protein synthesis, screening, and an agent loop into one system that deployed directly to Zeon’s lab platform.
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Plate unsealing
Tacit Teacher tackled sealed lab plates at the World Model Hack—using agents to turn tacit human know-how into robotic action.
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Robot Synthesizes Protein at Zeon Systems Hackathon
Can a software engineer synthesize a protein? Probably not. But apparently, a robot can.
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Tacit Teacher Learns to Handle 96-Well Plates
Team of 4 talked to a machine at a hackathon. Machine learned, and did the task that most humans find hard.
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Partner with us
Whether you're running flexible experiments or evaluating AI scientists in the physical world - we want to talk.