atomic action with clip-level task diversity, encompassing more than 1,000 environments
frame-perfect dense annotation and hand pose extraction
atomic action annotations with full expert validation
industrial data SOP capture with engineer validation
atomic action with clip-level task diversity, encompassing more than 1,000 environments
frame-perfect dense annotation and hand pose extraction
atomic action annotations with full expert validation
industrial data SOP capture with engineer validation
atomic action with clip-level task diversity, encompassing more than 1,000 environments
frame-perfect dense annotation and hand pose extraction
atomic action annotations with full expert validation
industrial data SOP capture with engineer validation
client identities withheld under NDA
high-density action labelling with proprietary VLMs and human in the loop.
from first sketch to finished part,engineering, captured as data.
the knowledge that builds the physical world, from the first idea to the finished product, becomes a data layer machines can finally learn from.
- 01
design
how ideas become geometry, and the intent behind every decision.
- 02
simulation
how designs meet the laws of physics before they exist.
- 03
manufacturing
how digital intent turns into a physical part.
- 04
materials
how matter behaves, from the lab bench to the factory floor.
- grounded in real engineering practice
- verified by working engineers
- structured for machines to learn from