Precise Scenario Datasets for Real-World AV Insights

Our Scenario Datasets Solutions for AVs

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

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 autonomous vehicles, automotive systems, and traffic regulations ensures maximum recall and effective isolation of these cases at scale.

Our Scenario Datasets Solutions for AVs

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

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 for AVs

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

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 for AVs

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

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.

Scenario Datasets for Enhanced Autonomous Driving Safety and Performance

At DDD, we help you identify potential AV 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 vehicles that meet the highest safety and performance standards.

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What Our Clients Say

Why choose DDD?

strategic

Strategic

We strategize risks and edge case identification, recreating real-world scenarios to enhance safety and system performance.

reliable

Reliable

Our global team provides continuous testing and insights, ensuring autonomous systems meet the highest safety standards.

consistent

Consistent

Your dedicated team stays with you, refining failure analysis strategies for long-term system reliability.

flexible

Flexible

We integrate with your workflows, optimizing risk assessment and performance across diverse operational environments.

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 Vehicles