Hedra Model Factory brings RSI to physical AI

This is a notable shift from selling models to selling the specialized training-and-deployment loop that makes physical AI useful.

• –Hedra’s wedge is post-training infrastructure, not another general-purpose foundation model.
• –Customer-owned simulators, data, checkpoints, and evaluations could make bespoke models practical without building an internal research lab.
• –The production feedback loop is compelling, but real-world reliability depends on simulator fidelity, safety gates, and hardware-specific validation.
• –Reported gains, including faster inference and improved physical-consistency scores, are company claims that still need independent replication.