MDLTechnology
02 / DATA PROGRAM

Controllable synthetic worlds

Scale the situations that are hardest to collect.

Simulation data gives world-model and robotics teams controllable variation, repeatable tasks and structured ground truth across visual and physical environments.

Discuss a data program
Simulation Data
01

Video

Controllable UE5-grade scenes and synthetic video across task and camera variations.

02

Ground truth

Depth, segmentation, normals, optical flow, camera parameters and task metadata.

03

Control

Scene, object, lighting and behavior variation designed around training and evaluation needs.

Representative samples

See the data in context.

01Featured simulation sample
02Simulation workflow 01
03Simulation workflow 02

Collection and production

A controllable source of visual and physical diversity.

Simulation is most useful when it is connected to a target capability. We work from the desired task, visual variation and ground-truth schema to define data programs that complement real-world collection.

  • UE5-grade controllable scenes
  • G-buffer and structured ground truth
  • Pretraining, world models and evaluation

Need a tailored dataset, schema or sample package?

martininightll@gmail.com