Why DecoDune, why now.

For the past decade, industrial manipulation has been stuck on the same class of problems: contact-rich tasks, deformable parts, variation that fixed automation can't handle. Meanwhile, capital and attention have chased flashier narratives — general-purpose humanoids, end-to-end robot companies — while the manipulation problem itself remained largely unsolved.

DecoDune starts from a different premise: the highest-leverage asset in robotics right now isn't another arm. It's the intelligence layer that makes the arms manufacturers already own capable of harder work.

We validate on open robotics infrastructure, where iteration is fast and everything is auditable. We deploy on certified industrial hardware, where reliability is proven. This staged, disciplined approach is deliberate — we'd rather earn trust one proven skill at a time than promise a future that isn't here yet.