Generative Data Engines
For AI & Robotics

Generative Data Engines For AI & Robots

Train and validate AI faster by generating physically accurate synthetic datasets in 3D simulations, no real-world data needed.

Train and validate AI faster by generating physically accurate synthetic datasets in 3D simulations, no real-world data needed.

Simulated 3D World

Simulated 3D World

lABELED DATASETS

Pixel-Perfect Labels & Scenario Metadata

Move beyond basic 2D boxes with precise segmentation and rich metadata, helping your AI gain deeper scenario understanding - no manual labeling required.

Move beyond basic 2D boxes with precise segmentation and rich metadata, helping your AI gain deeper scenario understanding - no manual labeling required.

DANGER

Collision Imminent

Type

Tugboat

Speed

9.67 Knots


Bearing

94.20 Degrees

Distance

63.59 Meters


DANGER

Collision Imminent

Type

Tugboat

Speed

9.67 Knots


Bearing

94.20 Degrees

Distance

63.59 Meters


DANGER

Breaching Whale

Type

Humpback Whale

Speed

3.83 Knots


Bearing

191.65 Degrees

Distance

39.73 Meters


Scenario Metadata

Time of day

4.35 PM

Fog Density

4%


Cloud Coverage

8%

Weather

Clear Skies


Scenario Metadata

Time of day

4.35 PM

Fog Density

4%


Cloud Coverage

8%

Weather

Clear Skies


CAUTION

Military Vessel

Type

Military Destroyer

Speed

12.89 Knots


Bearing

132.78 Degrees

Distance

1021.45 Meters


ACCELERATE DEVELOPMENT

Generate Labeled Datasets Today

Don't let data hold you back. Create the domain-specific datasets you need to unlock new AI capabilities.

Don't let data hold you back. Create the domain-specific datasets you need to unlock new AI capabilities.

Adapt AI to New Scenarios Rapidly

Adapt AI to New Scenarios Rapidly

Create new scenarios and datasets in minutes. Empower your AI to quickly learn new skills and adapt to changing environments, objects, and tasks with ease. Enable your AI systems to solve new problems faster and drive more revenue.

Create new scenarios and datasets in minutes. Empower your AI to quickly learn new skills and adapt to changing environments, objects, and tasks with ease. Enable your AI systems to solve new problems faster and drive more revenue.

Real Sensor Image

3D Simulated Sensor Image

Effortlessly generate hundreds of variations for robust AI training. Scale scenario variations across diverse 3D objects, weather conditions, environments and sensor perturbations.

Effortlessly generate hundreds of variations for robust AI training. Scale scenario variations across diverse 3D objects, weather conditions, environments and sensor perturbations.

Objects

Weather Conditions

Environments

Stress Test AI Perception Across All Conditions

Stress Test AI Perception Across All Conditions

Catch failures before they happen with full-spectrum testing across crucial conditions. Simulate countless scenarios to ensure each model iteration and update passes all tests.

Catch failures before they happen with full-spectrum testing across crucial conditions. Simulate countless scenarios to ensure each model iteration and update passes all tests.

USE cASES

Built For Teams At Every Stage of AI Development

Prototyping

Accelerate prototyping by removing hardware dependencies and data collection

Prototyping

Accelerate prototyping by removing hardware dependencies and data collection

Bootstrapping

Jumpstart model development without waiting for time-consuming data collection and labeling

Bootstrapping

Jumpstart model development without waiting for time-consuming data collection and labeling

Bootstrapping

Jumpstart model development without waiting for time-consuming data collection and labeling

Class Balancing

Fix class imbalances by enriching your training sets with more images of less common objects

Class Balancing

Fix class imbalances by enriching your training sets with more images of less common objects

Class Balancing

Fix class imbalances by enriching your training sets with more images of less common objects

Performance Boosting

Expand the variability in your training data, introducing new levels of diversity and complexity

Performance Boosting

Expand the variability in your training data, introducing new levels of diversity and complexity

Automated Labeling

Use synthetically-trained AI models to automatically sort through unlabeled imagery

Automated Labeling

Use synthetically-trained AI models to automatically sort through unlabeled imagery

Automated Labeling

Use synthetically-trained AI models to automatically sort through unlabeled imagery

Demo

Optimize your AI models for flawless execution in live demos

Demo

Optimize your AI models for flawless execution in live demos

Feature

Feature

Realism

Realism

Bridge the domain gap with highly realistic synthetic data, from customizable sensor emulation to dynamic global lighting simulations.

Bridge the domain gap with highly realistic synthetic data, from customizable sensor emulation to dynamic global lighting simulations.

Sensor Model Simulation

Sensor Model Simulation

Customize pre-built sensor intrinsics to align with your existing perception systems and sensor fusion specifications.

Customize pre-built sensor intrinsics to align with your existing perception systems and sensor fusion specifications.

Real Sensor Image

3D Simulated Sensor Image

Instant Access to High-Fidelity 3D Assets

Instant Access to High-Fidelity 3D Assets

Thousands of objects designed with physically accurate details and Physically Based Rendering (PBR) materials for true-to-life simulation.

Thousands of objects designed with physically accurate details and Physically Based Rendering (PBR) materials for true-to-life simulation.

Lighting & Environmental Simulation

Lighting & Environmental Simulation

Create complex scenarios with complete control over lighting, visibility, and atmospheric effects to mirror real-world challenges.

Create complex scenarios with complete control over lighting, visibility, and atmospheric effects to mirror real-world challenges.

Feature

Ease of Use

Ease of Use

Built for fast moving teams. Easily configure to your use case and get new datasets daily.

Built for fast moving teams. Easily configure to your use case and get new datasets daily.

Templates & Presets Library

Templates & Presets Library

Get started immediately across a range of use cases - from object detection tasks to time series data.

Get started immediately across a range of use cases - from object detection tasks to time series data.

AI Lookout System Template

Autonomous Patrol Boat Template

Focus on What Matters

Focus on What Matters

Don’t waste hours sifting through raw footage, coordinating with external labeling partners and doing QA. All data generated comes perfectly labeled and immediately ready for training.

Don’t waste hours sifting through raw footage, coordinating with external labeling partners and doing QA. All data generated comes perfectly labeled and immediately ready for training.

Improve AI Performance Systematically

Improve AI Performance Systematically

Bifrost enables data-centric development. Identify AI failure with our guided analysis tools and programmatically generate data patches to fix problems before deployment.

Bifrost enables data-centric development. Identify AI failure with our guided analysis tools and programmatically generate data patches to fix problems before deployment.

Unlock Unlimited Datasets

Unlock Unlimited Datasets