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Powering Safer, Smarter, Real World Ready Humanoid Robots with Data, Validation, and Human Feedback
DDD supports the development and deployment of advanced humanoid systems through high-quality data services, simulation tools, validation workflows, and user interaction insights. From training to real-world integration, we deliver the expertise and infrastructure needed to build smarter, safer, and more responsive humanoids.
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.
Our Humanoid Robotics Solutions
We provide humanoid robotics solutions to efficiently train, validate, and deploy intelligent systems with human feedback.
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ML Model Development
DDD ensures the consistent and scalable production of datasets that enhance model generalization and safety across diverse environments. -
Scenario Services
DDD provides scenario mining, critical event identification, reconstruction, and simulation-ready annotations for humanoids. -
Geospatial Services
DDD supports HD map generation to transform raw geospatial and sensor inputs into structured, autonomy-ready mapping layers that strengthen localization, planning, and safety. -
Product V&V
We enhance V&V pipelines to ensure reliable performance and regulatory readiness for physical AI models.



What Our Clients Say
DDD’s system integration QA helped us identify a cross-sensor sync issue that was hard to catch during standard testing. Their team’s attention to the full stack made a huge difference in our rollout timeline.
The user feedback analysis from DDD gave us actionable insights into how people really perceive and interact with our humanoids. It directly influenced our redesign roadmap and made the experience far more intuitive.
DDD’s annotated data pipelines were not just accurate; they were intelligently structured to support our behavioral learning models. It saved us months of internal effort.
The simulation environments DDD built for us were incredibly detailed. They helped us expose our models to edge cases and improve failure handling before field trials.
Customer Success Stories
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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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 Driven Engineering Solutions
Empowering enterprises with scalable AI and ML deployment strategies.
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Discover Our Expert Insights and Whitepapers
Deep dive into the latest technologies and methodologies shaping the humanoids industry.
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Frequently Asked Questions
We apply a multi-layer QA framework combining domain-trained SMEs, rigorous consistency checks, automated validations, and iterative review loops. Our processes are built to meet autonomy-grade performance requirements and reduce downstream model errors.
Yes. DDD specializes in scenario mining, critical event identification, and reconstruction of real-world edge cases. We also create simulation-ready annotations and assets to accelerate virtual testing, stress testing, and regression validation for humanoid systems.
Yes. We are fully platform-agnostic. Whether you use custom in-house tools or third-party systems, our teams integrate into your technology stack without requiring workflow changes.
Our global workforce operates 24/7 across multiple time zones, enabling continuous production and rapid adaptation to evolving project needs. This ensures high-speed delivery without compromising quality.