Precise Scenario Datasets for Real-World Autonomous Insights

Our Scenario Datasets Solutions

We provide comprehensive scenario datasets for enhanced safety and performance analysis for autonomous systems

ML Data Curation
Collision & Near Collision Analysis

Identifying collisions and near misses is key for evaluating safety performance and preventing system failures through root cause and hazard analysis.

DDD's expertise in autonomy, automotive systems, and traffic regulations ensures maximum recall and effective isolation of these cases at scale

Our Scenario Datasets Solutions

We provide comprehensive scenario datasets for enhanced safety and performance analysis for autonomous systems

ML Data Curation
Scenario Reconstruction Analysis

Scenario reconstruction analysis recreates real-world scenarios using physics and motion dynamics to identify defects and guide CAPA analysis, especially when testing could pose safety risks.

DDD's understanding of robotics behavior allows for effective scenario reconstruction, and preparing datasets for training, testing, and validation.

Our Scenario Datasets Solutions

We provide comprehensive scenario datasets for enhanced safety and performance analysis for autonomous systems

ML Data Curation
Edge Case Identification & Analysis

Understanding the boundary conditions of an autonomous system, including nominal and edge cases, is crucial for reducing product risk and ensuring confidence in the end product.

DDD customizes edge case datasets to your needs, balancing depth and speed in analysis.

Our Scenario Datasets Solutions

We provide comprehensive scenario datasets for enhanced safety and performance analysis for autonomous systems

ML Data Curation
Product Safety and Comfort Analysis

Product safety and comfort analysis include balancing comfort and safety in autonomous systems for user experience and comparing system behavior against human benchmarks.

DDD's experience in safety event analysis is ideal for quick, cost-effective comfort studies to accelerate development and go-to-market.

Comprehensive Scenario Datasets for Enhanced Autonomous System Safety and Performance

At DDD, we help you identify potential risks and system failures, recreating real-world situations for deeper insights, and ensuring that edge cases are effectively addressed. Our team works to enhance system performance, improve safety, and optimize user experience to develop and deploy autonomous systems that meet the highest safety and performance standards.

What Our Clients Say

Why choose DDD?

Strategic

We bring industry-tested SMEs, provide training data strategy, and understand the data security and training requirements needed to deliver better client outcomes.

Reliable

Our global workforce allows us to deliver high-quality work, 365 days a year, across multiple countries and time zones. With 24/7 coverage, we are agile in responding to changing project needs.

Consistent

We are lifetime project partners. Your assigned team will stay with you - no rotation. As your team becomes experts over time they train more resources, that's how we achieve scalability.

Flexible

We are platform agnostic. We don't force you to use our tools, we integrate with the technology stack that works best for your project.

Discover Expert Insights and Whitepapers on Autonomous Driving and ADAS

Deep dive into the latest technologies and methodologies that are shaping the future of autonomous driving.

 Scenario Datasets for Smarter, Safer Autonomous Systems