Mecka

Mecka is a data and deployment layer for physical AI. The company captures, structures and evaluates real-world human activity, turning it into datasets that robotics and AI teams use to train, evaluate and deploy robotic systems. Its work spans data capture and structuring, egocentric human video, motion understanding, annotation systems, evaluation workflows and computer vision.

The company's main product, the Mecka Platform, is described as an integration layer connecting hardware, models and commercial ecosystems for physical AI. It combines proprietary data capture tools, annotation systems, motion understanding and evaluation workflows to convert raw real-world activity into ML training data. Alongside the platform, Mecka builds large-scale, high-quality datasets drawn particularly from egocentric human video, intended to transfer human knowledge to robots.

Mecka has raised $68 million in total, including a $60 million Series A round, and projects an annual run rate of $100 million based on signed contracts. The company was founded by entrepreneurs with backgrounds in fintech and robotics, and positions its own data and integration layer across hardware, models and commercial ecosystems in the robotics and physical AI sectors.