Embodied AI reaches its API moment as PI, Dream Labs and Dexmal open model services
AIPhysical Intelligence opened API testing in October, letting developers upload robot data, fine-tune models and run cloud inference, while Dream Labs launched Dream API billed by task duration. Dexmal upgraded its MaaS platform on November 3 with data upload, training and deployment, and the article argues that post-training on real-robot failures determines API quality.