Chinese humanoid robot startups are moving beyond choreographed demonstrations and into factories and retail stores, racing to secure real-world deployments that could eventually scale to tens of thousands of machines.

While there's a viable commercial path forward in industry and logistics, experts say demand for humanoids lags building capacity.

A new national initiative directs local governments and state-owned firms to test robots across manufacturing, logistics, retail, health care and emergency response.