Physicl has raised $10 million to address the sim-to-real gap, the challenge of making simulated digital environments accurate enough to train robots that operate in the physical world. According to the report, the company is applying a pipeline that was originally developed to market goods online toward this robotics problem.

Why it matters

The sim-to-real gap is a persistent obstacle in robotics, where systems trained in simulation often fail to transfer reliably to real-world conditions. An approach repurposing existing commercial technology could offer a different path to building training environments.

Who should care

Robotics developers and startups working on simulation-based training, along with investors tracking the space, may find Physicl’s approach and funding relevant.