A technology company holds one of the most distinctive egocentric video corpora in the world: real-world, first-person footage of human assistance, rich with implicit task context. Physical AI labs want exactly this kind of data. But the corpus was monetized as raw licensed footage, and raw footage is hard to sell. Prospective partners could not browse it, search it, or evaluate what they were buying.
Month: July 2026
Synthetic training data for autonomous outdoor operations
An autonomous machinery company needed training data it could not collect. Its machines navigate unstructured outdoor environments, and the hardest scenarios are the rarest ones. Unusual obstacles. Bad light. Weather that does not show up on schedule. Physical capture is expensive, slow, and impossible to control. Every edge case demands real-world conditions the team cannot reliably reproduce.
Studio Feather runs hundreds of rotoscoping tasks through Slapshot
Rotoscoping is the grind work of VFX. Artists trace subjects frame by frame to isolate them from their backgrounds. It is slow, repetitive, and expensive. Every studio carries the cost, and every deadline feels it.