crop · conf 0.93
pallet · conf 0.91
defect · conf 0.88
b2b synthetic data studio · done for you

Training data for physical AI. Generated, not collected.

Physics-accurate simulation of your environment. Thousands of labeled frames overnight. Built by a team that shipped photorealism for film before pointing it at robots.

output

One pipeline. Every ground truth.

rgb · photoreal render
segmentation · pixel exact
depth · metric, registered
normals · per pixel
thermal · sensor simulated
x y z R | t
3d boxes · 6-DoF pose
lidar · same scene, same labels

stylized modality previews · curious how the pipeline works? watch a short demo ▸ · + grasp points · COCO · KITTI · YOLO · your schema

warehousesfactory linesfields & orchardsrecycling beltsenergy infrastructurelabs & clinicaldefense & field
proof

It ships. It transfers. It is open.

medical

CytoLens

Clinical AI trained on zero patient images. Validating in 2 hospital systems.

Discover ›
open source

BowerBot

The agent behind our speed. Read the code that builds your sim.

Discover ›
pedigree

Film-grade realism

A decade of Hollywood pipelines, then Microsoft HoloLens and Meta Reality Labs.

Credits ›
gpu acceleration partner
engage

Photo in. Dataset out. Three steps.

step a · no risk

Sample

free · 48 hours

One photo of your bin or cell. 500 labeled images back. Judge it yourself.

Request sample
step b · prove it

Pilot

4 weeks · scoped to your environment

Full sim, 10,000+ frames, trained baseline, benchmarked on your footage. You keep everything.

step c · scale

Production

scoped to your roadmap

New SKUs, sensors, and environments on demand. Fresh variations in days.

questions

What perception leads ask.

Does synthetic data transfer to a real robot?

Yes, when the sim is built right. Domain randomization forces the model to learn the object, not the render. Every pilot is benchmarked on your real footage first.

We have no 3D models of our objects. Problem?

No. Asset creation happens inside our pipeline: procedural, photogrammetry, or AI assisted. You never source a model.

Can you match our sensors?

Intrinsics, mounting, and noise are matched. Depth, stereo, and LiDAR come from the same scene, perfectly registered.

We already collect real data. Why add synthetic?

Keep it. The best results blend both. Synthetic covers what real cannot: new SKUs, rare defects, scenes you will never stage.

Who owns the results?

You do. Images, labels, models, and the USD sim transfer in full. Pipeline included if you ever take it in-house.

events

Trade shows and events.

48 hour offer

Your robot has never seen enough. Fix that this week.

One photo in. 500 labeled images back in 48 hours, free. Then decide.

Get 500 free labeled images