Powering Sports Intelligence with High-Quality Visual Data
DDD partners with leading automotive innovators to build safer, more intelligent driver-assistance systems through scalable AI Data Solutions.
Powering Sports Analytics with Trusted Computer Vision Data
Human-in-the-Loop Quality Control
Multi-layered human review and validation ensure annotation accuracy aligned with real-world model training and deployment needs.
Flexible Annotation Frameworks
Support for bounding boxes, keypoints, segmentation, tracking, and custom annotation schemas across diverse sports use cases.
Fast Turnaround for Time-Sensitive Data
Optimized workflows designed for live events, match analysis, and broadcast-driven timelines without compromising quality.
Ethical & Responsible AI Practices
A strong commitment to fairness, transparency, and responsible data handling throughout the AI data lifecycle.
Our Solutions for Sports Analytics
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Bounding Boxes
Precise object localization to train models for player detection, equipment recognition, and spatial analysis. -
Keypoint Annotation
Detailed joint and landmark annotation to enable pose estimation, motion tracking, and biomechanical insights. -
Semantic Segmentation
Pixel-level labeling for accurate scene understanding, player isolation, and field or court analysis. -
Object Tracking
Continuous tracking of players and objects across frames to support movement analysis and real-time analytics. -
Event Labeling
Temporal annotation of actions and game events to power automated insights, highlights, and performance metrics. -
Custom Annotation Schemas
Flexible, client-defined annotation frameworks tailored to unique sports analytics models and use cases. -
Video Annotation
Frame-accurate annotation of live and recorded sports footage to enable motion analysis, tactical insights, and real-time performance analytics.






Use Cases We Support
Annotating player movements, posture, and interactions to support fitness optimization and tactical evaluation.
Accurate labeling of balls, equipment, and boundaries for real-time tracking and automated statistics.
Video annotation for formations, transitions, and play patterns across multiple sports.
Training models to detect fouls, offsides, goal-line events, and rule violations.
Training models to detect fouls, offsides, goal-line events, and rule violations.
Powering overlays, highlights, and immersive viewing experiences using annotated visual data.
Pose and motion annotation to support injury risk analysis and rehabilitation insights.
Why Choose DDD?
Agentic AI Expertise
Deep experience supporting autonomous, multi-step AI systems that plan, act, and adapt in real-world environments.
Human-in-the-Loop at Scale
Expert human validation is embedded where autonomy meets operational, regulatory, and safety risk.
performance by improving data quality, structure, and feedback, not just model parameters.
Global Delivery Model
Scalable, globally distributed teams delivering consistent quality, governance, and turnaround at scale.
Responsible AI by Design
Bias mitigation, transparency, and human oversight are embedded throughout the agent development lifecycle.
What Our Clients Say
DDD’s annotation quality significantly improved our player tracking models. Their consistency across large video datasets made a measurable difference in accuracy.
The team understood the nuances of sports footage better than any vendor we’ve worked with. Their domain awareness saved us months of iteration.
The pose and motion annotations delivered by DDD directly enhanced our injury prediction models.
DDD’s structured workflows and QA processes gave us confidence to deploy models into live environments.
DDD’s Commitment to Security & Compliance
Your sports data, athlete footage, biometric insights, and proprietary analytics are protected at every stage through rigorous global standards and secure operational infrastructure.

SOC 2 Type 2
Verified controls across security, confidentiality, and system reliability

ISO 27001
Holistic information security management with continuous audits

GDPR & HIPAA Compliance
Responsible handling of personal, biometric, and medical data

TISAX Alignment
Automotive-grade security adapted for mobility and vision-based AI workflows
Smarter Sports Insights with Data You Can Trust
Frequently Asked Questions
DDD supports a wide range of sports, including football, basketball, cricket, tennis, athletics, and emerging sports. Our annotation frameworks are adaptable to different rules, play styles, and camera setups.
Yes. We specialize in high-volume image and video annotation, with scalable global delivery models designed to handle full-season footage, tournaments, and live-event datasets.
We use human-in-the-loop workflows, sport-specific guidelines, and multi-layered QA processes to maintain accuracy even in high-speed, multi-object, and occluded scenarios.
We support bounding boxes, keypoints, segmentation, object tracking, event labeling, and custom annotation schemas tailored to your AI model requirements.
Absolutely. DDD is tooling-agnostic and works seamlessly with client-preferred platforms, data formats, and workflows.