Data infrastructure for embodied intelligence
Embodied AI data, built for the real world.
MDL Technology delivers human demonstrations, simulation and 3D assets for teams building VLA models, world models and general-purpose robotic intelligence.
One partner. Every modality.
Training data across the full physical intelligence stack.
Ego & RGB-D
First-person human demonstrations with synchronized visual, depth, pose and task-level signals.
02Simulation Data
Controllable UE5 scenes, synthetic video and structured ground truth for scalable model training.
033D & Game Data
Physics-enabled 3D assets, CAD, PBR, motion and G-buffer data across diverse environments.
Data in action / Simulation
Controllable worlds. Structured ground truth.
High-fidelity simulation data can be delivered with synchronized RGB video, depth, segmentation, surface normals, optical flow, camera parameters and task metadata.
- Source
- UE5-grade simulation
- Outputs
- Video + G-buffer + metadata
- Programs
- Pretraining / world models / evaluation
More modalities
A growing library of training-ready material.
Built around your roadmap
From a target capability to training-ready data.
Start with a focused pilot. Validate schema, quality and model fit. Scale into rolling data programs across environments and tasks.
Scope
Tasks, environments, embodiments and success criteria.
Design
Sensor stack, schema, annotation and QA specification.
Collect
Controlled capture with trained local operations teams.
Deliver
Training-ready data drops, reports and iteration support.
MDL Technology
Operational depth for data programs that need to scale.
Learn more about MDLPartner with MDL