Instance
Instance provides a verification layer for robot learning, delivering reliable success labels for training, evaluation, and reinforcement learning.
About Instance
We’re automating robot evaluation– the loop where you wait for your robot to roll out, judge its success, and then reset the scene. We're starting with step one: a success detector that automatically tells you whether your robot actually completed its task along with detailed subtask breakdown.
We're MIT computer scientists & friends since middle school, with backgrounds at NASA JPL, SpaceX, and AWS.
Book a demo with founders@instancelabs.ai.
Products
Verification console that lets users select a robot episode from the queue and run the verifier, returning a success verdict with evidence for any episode on any robot.
API endpoint (POST /v1/verify) that accepts a task and camera footage and returns a success verdict with evidence for every episode on any robot.
Demo tool for capturing live rollouts.
Security and compliance
No security details published yet
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