Acumino

Acumino, Inc. is a Boston-based physical AI company building foundation models for robots that perform highly dexterous manipulation tasks in industrial settings. It targets the long tail of manual work that conventional fixed automation cannot handle - sorting, assembly, kitting and packing of flexible, fragile or irregular objects. Its models are trained on high-quality robot interaction data captured from human demonstration, and are packaged for production deployment on factory floors. The company was founded in 2021 and has operations in the United States, New Zealand and Greece.

Focuses on dexterity rather than gross motion - bimanual coordination, fragile and deformable object handling, and precision tool use - and grounds its foundation models in proprietary high-fidelity human-demonstration interaction data rather than simulation alone.