Test Robots & AI in Critical Scenarios
Generate Synthetic Data For Physical AI
Train and validate AI faster by generating physically accurate synthetic datasets in 3D simulation, no real-world data needed.
Train and validate AI faster by generating physically accurate synthetic datasets in 3D simulation
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.
