187+ Teams satisfied

The training data infrastructure for world models and foundation models.

Production-scale 3D environments, physics-tagged assets, and ground truth annotations — built for teams training world models, video generation models, and vision-language systems.

Talk to Sales
Verified
65+
Albedo image of a bathroom
Bathroom Albedo
Complete Metadata • QC'd • Realistic
13,167 Variants
Verified
65+
Depth map of a bathroom
Bathroom Depth
Complete Metadata • QC'd • Realistic
13,167 Variants
Verified
65+
3D scene of a bathroom generated by Physicl AI
Bathroom Image
Complete Metadata • QC'd • Realistic
12,856 Variants
Verified
65+
MatID of a bathroom
Bathroom MatID
Complete Metadata • QC'd • Realistic
10,311 Variants
Verified
65+
Bathroom Video
Complete Metadata • QC'd • Realistic
12,369 Variants
Verified
65+
Normal map of a bathroom
Bathroom Normal Map
Complete Metadata • QC'd • Realistic
11,273 Variants
Verified
65+
Bathroom Passes
Complete Metadata • QC'd • Realistic
7,732 Variants
Verified
65+
Metric Depth of a bathroom
Bathroom Metric Depth
Complete Metadata • QC'd • Realistic
11,739 Variants
Adobe
AWS
Nvidia
World Labs
Microsoft
Meta

Built for the way
foundation models train.

01

Photorealistic scenes, ground truth included.

Every environment ships with pixel-aligned annotations — segmentation masks, depth maps, surface normals — ready for supervised training without manual labeling.

02

Physics-grounded metadata at every pixel.

Material IDs, UVW coordinates, and attenuation maps give your models access to physical surface properties — not just visual appearance.

03

Multi-modal outputs from a single scene.

Extract image, video, depth, and full rendering passes from the same environment — consistent multi-view training data across modalities, no source stitching required.

Video
Rendering Passes
UVW of a bathroom
UVW
Attenuation of a bathroom
Atenuation
Albedo image of a bathroom
Albedo
MatID of a bathroom
MatID
Metric Depth of a bathroom
Metric Depth
Normal map of a bathroom
Normal map
Albedo image of a bathroom
Albedo
Depth map of a bathroom
Depth
3D scene of a bathroom generated by Physicl AI
Image
Contact

Build on Physicl

Meta, World Labs, Adobe, and Epic Games already do. Request beta access or talk to the team.

Private Beta
Talk to Sales
Verified
65+
Albedo image of a bathroom
Bathroom Albedo
Complete Metadata • QC'd • Realistic
11,167 Variants
Verified
65+
Depth map of a bathroom
Bathroom Depth
Complete Metadata • QC'd • Realistic
Verified
65+
3D scene of a bathroom generated by Physicl AI
Bathroom Image
Complete Metadata • QC'd • Realistic
8,381 Variants
Verified
65+
MatID of a bathroom
Bathroom MatID
Complete Metadata • QC'd • Realistic
12,162 Variants
Verified
65+
Bathroom Video
Complete Metadata • QC'd • Realistic
6,732 Variants
Verified
65+
Normal map of a bathroom
Bathroom Normal Map
Complete Metadata • QC'd • Realistic
9,192 Variants
Verified
65+
Bathroom Passes
Complete Metadata • QC'd • Realistic
13,681 Variants
Verified
65+
Metric Depth of a bathroom
Bathroom Metric Depth
Complete Metadata • QC'd • Realistic
13,167 Variants