Mecka is a data and deployment company building infrastructure to help physical AI and robotics systems learn from real-world human activity and operate reliably beyond the lab. Rather than manufacturing robots, Mecka connects hardware makers, AI model teams, and commercial partners, providing the data and integration layer needed to develop specialized robot deployments.

Its services address the challenges of turning real-world activity into useful training and evaluation resources. Mecka captures and structures task-specific data, with tools for annotation, quality assurance, motion understanding, and model evaluation. Its data capabilities include telemetry, kinematics, motion capture, locomotion, contact, and signals such as depth, object tracking, tactile force, sound, and motion.

Egoverse, Mecka’s large-scale dataset of first-person human interactions, supports research into how people move, manipulate objects, and complete tasks across environments. Teams can access data through a mobile app for collection and web-based tools for browsing, visualizing, querying, collaborating, and running inference. Mecka also offers enterprise evaluation, task-specific data collection, dataset partnerships, and support for real-world integration and deployment.