BIFROST
STARDUST

Photorealistic Synthetic Data, In Minutes

Describe a 3D scenario and get fully labeled, sensor-matched data back, with no 3D expertise required.

Controllable, Photorealistic 3D Worlds

Generate hundreds of scenario variations across diverse environments and weather conditions, recreating the critical cases too rare or dangerous to capture.

TRUE 3D, FULLY CONTROLLABLE
Every frame comes from a physically accurate 3D scene you direct.
DIAL IN WEATHER & CONDITIONS
Fog, mist, rain, snow, high winds and night operations.
PERTURB YOUR SENSORS
Stress perception with noise, intrinsics and perspective shifts.

Real2Sim Pipelines

Close the loop from deployments to sim. Feed in captured footage, rebuild failures as 3D assets, and measure the fix after retraining.

BUILT FROM REAL FOOTAGE
Assets and environments reconstructed from the scenes your systems saw in the field.
CLOSED-LOOP ITERATION
Identify, patch, retrain and measure, in step with your deployment cycles.
NEURAL RENDERING
A generative pass adds the glare, grain and noise of real sensors, closing the sim gap further.
1IDENTIFY FAILURES
Grid of low-confidence vessel detections flagged from captured footage
2SELECT FAILURE
Selected failure: a harshly backlit vessel
3GENERATE ASSET
4GENERATE DATA
5RETRAIN & MEASURE
FAILURE PATCHED ACCURACY+6%

Agentic Simulation

Agents build the scenes. You control the parameters. No 3D expertise required.

TEMPLATES & PRESETS LIBRARY
Get started immediately across a range of use cases, from object detection tasks to time-series data.
TRAINING-READY IMMEDIATELY
Every frame arrives fully labeled, no QA pass needed.
BUILD WITH YOUR CODING AGENT
Describe the scenario in plain language and any agent drives the API.

Thousands of sim-ready assets

Even billion-image datasets hit a glass ceiling quickly as most data is empty calories. Generate the rare and novel cases on demand.

RARE ENVIRONMENTS
The sea states, fog banks and dusk passes fleets rarely capture.
RARE OBJECTS
The one-off vessels and markers real datasets almost never contain, pulled from a 1,000+ object library.
RARE SCENARIOS
Compose the dangerous edge cases too costly to stage in the real world.
Container ship
Container ship 213 × 43 × 52 m
Container ship (Maersk)
Container ship (Maersk) 400 × 60 × 73 m
Cruise ship
Cruise ship 366 × 69 × 78 m
Response boat
Response boat 14 × 4.7 × 8.1 m
Kayak
Kayak 5.5 × 2.1 × 0.5 m
Monitoring buoy
Monitoring buoy 1.0 × 1.0 × 1.1 m
Special mark buoy
Special mark buoy 2.8 × 2.6 × 6.1 m
Cardinal mark buoy
Cardinal mark buoy 1.3 × 1.3 × 3.0 m
Cessna 208 Caravan
Cessna 208 Caravan 13 × 16 × 4.6 m
Pilatus PC-12
Pilatus PC-12 14 × 16 × 4.2 m
Harbor crane
Harbor crane 12 × 28 × 29 m
Shipping port
Shipping port 912 × 1979 × 82 m

Explore a Real Maritime Scene, Frame by Frame

Pan through a full 3D scene, scrub the timeline, and toggle synchronized sensor streams, with rich time-series metadata on every frame.

COVERAGE

Domains & Sensors

One scene, rendered across modalities in perfect registration, with ground-truth labels generated automatically for every frame.

MODALITIES
RGB 01
IR 02
Depth 03
Segmentation 04
Radar COMING SOON

Accelerate Train and Test by 100x

Book a demo

IMPROVE AI IN HOURS, NOT YEARS