
Physical AI startup Maniformer ships 20,000 data devices to JD.com
It claims to be the first data provider in the sector with million-hour-scale datasets available for commercial sale.

It claims to be the first data provider in the sector with million-hour-scale datasets available for commercial sale.

New funding is also flowing into physical AI data infrastructure, supporting the expansion of embodied intelligence

AgiBot is attempting to prove something far more ambitious: that a company can simultaneously be a manufacturer, a platform and an ecosystem builder.

The funding comes as embodied AI developers face a shortage of high-quality training data, inconsistent standards and fragmented datasets.