Physicl raises $10M to turn e-commerce 3D into robot training data

Founder Alex de Vigan announced the $10M Inovia Capital seed on November 6th, 2026, as Physicl repurposes the 3D pipeline behind nfinite to generate labeled synthetic scenes for world models and robots.

By · Published

Primary source: TechCrunch

Why it matters

Robot and world model developers can collect hours of video and still lack labeled examples of rare failures. Physicl's controlled scene variations give developers a way to generate those cases with depth, segmentation and camera data attached, provided the synthetic worlds transfer to real physics.

A robotic arm grips a cardboard box beside a screen displaying package and object outlines, with a mug, potted plant, and warehouse shelves nearby.

Alex de Vigan's Physicl, a physical AI data company, announced a $10 million seed round on November 6th, 2026.…

When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.

Reader comments

Conversation for this story loads after sign-in.