Language for Action-Oriented AI
High-precision supervision and reasoning data for agents, instruction workflows, and embodied systems.
Vision-Language-Action (VLA) Systems
Instruction & Alignment
Guided examples, instruction tuning, and behavior alignment for agents and autonomous workflows.
Reasoning Supervision
Human-validated reasoning traces, chain-of-thought datasets, and evaluation for grounded decision systems.
Command & Control Prompts
Structured and contextual prompt sets for robotics, agent execution, and task orchestration.
Evaluation & Failure Analysis
Benchmarking, comparative evaluation, and rubrics to surface edge cases and failure modes.
We partner with teams building embodied AI, autonomous agents, and digital/physical hybrid workflows.