Build Smarter and Safer Robots with Human Intelligence

Accelerating Robotics Intelligence with High-Quality AI Training Data

High-Quality Robotics Data Services at Scale

DDD enables robotics companies to build smarter, safer, and more capable machines through end-to-end data training solutions. Our teams specialize in multimodal perception annotation, scenario generation, spatial mapping, and validation workflows.

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.

Tell Us About Your Project

Our Capabilities for Robotics

DDD provides comprehensive AI data training services that support perception, simulation, control systems, and embodied intelligence for robotics.

Our End-to-End Data Labeling Solutions for Robotics

Robotic Annotations

DDD delivers fast, accurate labeling across all robotic sensor types to support perception, manipulation, navigation, and human–robot interaction.

Multi-Sensor Fusion

We merge LiDAR, RGB, and depth data to create unified datasets that strengthen robotic perception and reduce navigation uncertainty.

Panoptic Segmentation

DDD combines semantic and instance segmentation to identify object classes and individual instances at pixel-level precision.

3D Point Clouds

We annotate LiDAR and depth-based point clouds for accurate mapping, obstacle detection, and spatial reasoning in robotics.

Bounding Boxes

DDD provides precise 2D and 3D bounding boxes to support object detection and tracking for robotic systems.

Polygon Annotation

We outline exact object shapes with polygon masks to improve fine-grained perception and interaction modeling.

Semantic Segmentation

DDD labels pixel-level classes across scenes to enhance robotic understanding of environments and tasks.

Object Tracking

We track objects across video frames to support motion analysis, behavior recognition, and dynamic environment monitoring.

What Our Clients Say

DDD’s annotations significantly improved our object detection and navigation models. Their understanding of warehouse workflows made the dataset far more valuable than typical labeling vendors.

– CTO, Warehouse Robotics Company

Our humanoid training pipeline scaled rapidly thanks to DDD’s detailed pose and interaction annotations. The consistency across thousands of frames was outstanding.

– Head of Perception, Humanoid Robotics Startup

We rely on DDD for multimodal perception data. Their teams handle complexity with ease, and accuracy has been consistently excellent.

– VP of AI, Service Robotics Platform

Their scenario curation helped us build higher-fidelity simulation environments. DDD’s understanding of robotic tasks and edge cases saved us months of development.

– CEO, Robotics Simulation 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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