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Physical AI Autonomous Driving

Autonomous Driving Data Solutions

DDD provides end-to-end training data services for autonomous vehicles, enabling innovators to develop and deploy safe, scalable physical AI.

Cars 0.70 VRUs 0.50

3D/2D label QA aligned to KITTI overlap criteria


96–98%

pixel agreement in Cityscapes

Measured label consistency using inter-annotator agreement

0.352 px (mean)

most frames ≤1 px

Fusion-ready calibration QA using reprojection error

Bridging the Gap between Safety, Innovation, and Performance with Autonomous Vehicle Data Services

DDD offers comprehensive autonomous vehicle sensor data solutions to scale model development, scenario generation, geospatial mapping, and product validation with precision. We ensure high-integrity datasets and testing assets that accelerate model readiness and real-world AV reliability.

Strategic

We deliver end-to-end AV solutions, from sensor integration to ML pipelines, ensuring precision and safety.

Automation

We combine human expertise with automation to accelerate delivery and improve accuracy. Our automation shortens turnaround times, ensures scalability, and repeatable outcomes without compromising data quality.

Consistent

Our global workforce delivers high-quality work 365 days a year across multiple countries and time zones, with 24/7 coverage to adapt quickly to changing project needs. We operate as long-term project partners and scale without compromising quality.

Flexible

We integrate with your existing tech stack, ensuring smooth implementation and optimized performance for your AV applications.

Our Autonomous Driving Use Cases

Object Detection

DDD provides dense, multimodal annotations across vehicles, VRUs, infrastructure, and environment features to improve perception accuracy in complex urban and highway conditions.

Sensor Fusion

Enhances perception accuracy by combining camera, LiDAR, radar, and map data for more reliable localization and environment understanding.

In-Cabin Monitoring

DDD enables intelligent cabins with labeled datasets for gaze, distraction, activity recognition, and occupant safety to support autonomous readiness and regulatory compliance.

Simulation

DDD provides simulation-ready assets, structured metadata, and scenario libraries to accelerate virtual testing, regression workflows, and AV safety validation.

What Our Clients Say

DDD’s development solutions transformed our initial concepts into fully functional and optimized systems. Their expertise in navigation and HD mapping helped us build robust autonomous models that are reliable and accurate.

– CTO, Autonomous Driving Company

DDD’s operations team helped us with remote assistance and DMS/CMS monitoring that ensured smooth and efficient fleet operation. Their commitment to optimal performance and safety is truly impressive.

– Senior Product Manager, ADAS Company

The expertise of DDD allowed seamless deployment and management of our autonomous systems. The remote assistance and DMS/CMS monitoring ensured our fleet operated at peak efficiency with minimal downtime. The fleet on-call support and operational tagging further streamlined our operations, enhancing both performance and safety.

– Project Lead, Autonomous System Company

DDD’s expertise in product validation and regulatory reporting was invaluable, ensuring that our autonomous platform met all necessary standards and regulations. The thorough ODD analysis and safety case preparation they provided gave us the assurance we needed to launch our product confidently.

– Chief Product Officer, Mobility Company

Customer Success Stories

LiDAR Segmentation

LiDAR Segmentation for ADAS with 97%+ Quality

Our client needed a highly skilled and rapidly scalable annotation team capable of segmenting and labeling massive LiDAR datasets with exceptional precision to ensure safe and reliable ADAS performance.


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LLM

AI Driven Engineering Solutions

Empowering enterprises with scalable AI and ML deployment strategies.


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Optimizing Model Performance Through LLM Fine-Tuning Expertise

See how DDD accelerates Autonomous Driving innovation through data-driven success stories.


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AI

AI Driven Engineering Solutions

Empowering enterprises with scalable AI and ML deployment strategies.


Explore solutions →
AI

Discover Our Expert Insights and Whitepapers

Deep dive into the latest technologies and methodologies shaping the Autonomous Driving industry.

Empower Autonomous Driving with Precision-Labeled Multimodal Data

Frequently Asked Questions

What sensor data types can DDD annotate?
We work with cameras, LiDAR, radar, IMU, thermal, HD maps, synthetic sensor outputs, and simulation data.
How does DDD ensure accuracy for safety-critical AV datasets?
DDD uses multi-layer QA, domain-trained SMEs, consistency checks, assisted tooling, and review loops optimized for autonomy performance requirements.
Can DDD support scenario generation for simulation testing?
Yes. We mine real-world logs, reconstruct edge cases, and annotate simulation-ready assets for virtual testing and regression validation.
Does DDD support global mapping and localization needs?
Absolutely. We provide geospatial data structuring, lane topology extraction, and HD map feature annotation for global operational domains.
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