Electronics
Generate top-down dark-field inspection scenes of precision machined metal components — CAD-accurate geometry, brushed surfaces, and controlled specular lighting.
Dark-field part inspection
Top-down renders of identical machined lever components on a black background — brushed aluminum grain, circular pivot mounts, paired mounting holes, and hard directional lighting with deep shadow separation between parts.
Pipeline
CAD-to-scene
Import CAD geometry or dimensional specs — hole placement, rounded ends, and pivot mounts rendered with physically accurate proportions.
Brushed metal optics
Directional lighting across brushed aluminum surfaces with specular highlights and shadow falloff on a true black inspection field.
Batch grid layouts
Repeat identical components in controlled vertical grids with consistent spacing for high-throughput inspection training.
Defect injection
Add dents, surface scratches, and part-level corner cases while keeping the same camera angle and lighting rig.
Build the Future of Physical AI Systems
Accelerate the journey from synthetic worlds to real-world deployment with a platform designed for continuous learning, adaptation, and scale.
