STRUCTURED TASK DATA FOR HUMANOID ROBOTS.

We extract machine-readable procedures from appliance manuals — the missing layer between robot perception and reliable task execution.

Wireframe Robot Visualization

THE REASONING GAP

Robots can see. They can grasp. They cannot reason.

Current robotics systems excel at perception and manipulation but lack the structured procedural knowledge required for autonomous task execution in real-world environments.

STACK INTEGRATION

Export formats designed for seamless integration with your robotics stack

M-IDL

Machine-Interpretable Device Language. Our native format capturing procedures, constraints, and control semantics.

PDDL

Planning Domain Definition Language. Export to standard planning formats for task and motion planning systems.

ROS2

Robot Operating System 2. Direct integration with ROS2 action servers and behavior trees.