NEW
Hire Labelers directly within TrainMatricx
Expert Humans.
Precise Sports Data.
We are a managed sports data service backed by a team of 100+ domain expert annotators with deep knowledge across 20+ sports. We collect, annotate, validate, and deliver the data your business needs - exactly how you need it.
Sports We Cover
Domain-specific taxonomies for every major sport. We understand the rules, not just the pixels.
Football (Soccer)
22-point skeletal tracking & complex event recognition (passes, tackles, offside).
EPL, La Liga, Bundesliga, Serie A, UCL, MLS, international
Basketball
Shot charts, pick-and-roll detection, and player spacing analytics.
NBA, WNBA, NCAA, EuroLeague
Cricket
Ball tracking, pitch map analysis, and batsman stroke mechanics.
Test, ODI, T20
Ice Hockey
Player skeletal tracking, stick flex analysis, and high-speed puck trajectory.
NHL, AHL, European leagues
Tennis
Ball trajectory prediction and stroke mechanics analysis.
ATP, WTA, Grand Slams, ITF
Golf
Swing biomechanics and high-precision ball flight telemetry.
PGA Tour, LIV, DP World Tour
The Train Matricx Advantage
See how partnering with us accelerates your AI timeline compared to building in-house teams.
Rapid onboarding
Slow onboarding
Dedicated team with domain knowledge
Generic annotators
Consistent high-quality data
Quality & consistency issues
Active collaboration
Limited communication & support
Reliable outcomes
Project delays
A partnership, not a subscription
Every engagement starts with understanding your requirements in detail. We don't do one-size-fits-all.
Discovery Call
We understand your use case, data schema requirements, volume, format preferences, and delivery timeline.
Custom Scoping
We propose a tailored annotation workflow, team structure, and QA framework designed for your specific sport and data type.
Pilot Delivery
We deliver a sample dataset so you can validate quality, schema alignment, and accuracy before committing to full production.
Full Production
Our expert team begins full-scale annotation and collection - with continuous QA checks, accuracy monitoring, and dedicated account management.
Ongoing Partnership
We grow with your needs. Add new sports, increase volume, refine schemas, or expand scope - your dedicated team is always on call.
End-to-end sports data,
managed entirely by us
From raw event capture to clean, structured, validated delivery - we handle every step of the data pipeline so you don't have to.
Video & frame annotation
Bounding boxes, polygons, and instance segmentation across broadcast and multi-camera sports footage. Every frame labeled by annotators who understand the game, not just the pixels.
1M+
Frames annotated
Skeletal & pose keypoint labeling
22-point skeletal tracking and joint-angle annotation for athletes across 20+ sports. Powers action recognition, biomechanical analysis, and markerless motion capture models at broadcast scale.
22-pt
Skeletal precision
Sports event & action classification
Frame-accurate labeling of every in-game event: goals, fouls, passes, tackles, set pieces, and more. Built around sport-specific taxonomies and delivered to your schema, not ours.
98.5%
Accuracy guaranteed
Semantic segmentation & scene understanding
Pixel-level labeling of playing surfaces, pitch zones, court markings, and environmental regions. Enables offside detection, zone-based tactical models, and AR broadcast overlays.
20+
Sports covered
AI/ML training dataset delivery
End-to-end production of labeled datasets purpose-built for model training. Delivered in your required format (JSON, CSV, COCO, YOLO, XML) with full QA documentation and inter-annotator agreement scores.
100%
Custom schema support
Dataset QA & validation
Independent quality auditing of existing labeled datasets. We surface label drift, schema inconsistencies, and annotation errors before they degrade model performance, with full re-annotation workflows included.
3-layer
QC pipeline
Built for the Ecosystem
From silicon valley startups to top-tier European clubs, we provide the ground-truth data that powers the next generation of sports intelligence.
Sports Tech Companies
Accelerate your R&D for player tracking, ball telemetry, and 3D reconstruction models.
AI Research Labs
Access high-quality, ground-truth datasets for sports science and tactical research.
Professional Clubs
Transform raw footage into actionable tactical insights and performance metrics.
Broadcast & Media
Power live graphics and fan engagement stats with real-time event classification.
We are not a platform.
We are your data team.
Train Matricx is a specialist data service agency. We combine deep sporting knowledge with rigorous annotation methodology to produce high-quality, structured sports data that powers AI models, betting systems, media products, and analytics platforms worldwide.
Behind every dataset we deliver is a team of human experts who understand the game - not just the data. Our annotators are former athletes, coaches, statisticians, and passionate sports professionals with years of first-hand experience in their disciplines.
Real-time annotation, 24/7
Our global team covers live events around the clock, across all time zones - so your data is ready when the final whistle blows.
Domain expertise, not automation
Every data point is reviewed by annotators who know the sport. We catch what algorithms miss - contested calls, context, nuance.
Custom schemas, your format
We deliver in the format your system expects - JSON, CSV, XML, direct database feeds, FTP, or API. No transformation work on your side.
Multi-language coverage
Sports happen everywhere. Our annotators cover events in multiple languages and regional contexts - European leagues, Asian markets, and beyond.
Trusted by the Innovators
Hear from the teams building the future of sports technology with our high-precision data.
Frequently Asked Questions
Everything you need to know about our data pipeline and precision standards.
Have a unique requirement?
From the Blog
Ready to talk?
Let's discuss your data needs.
Whether you need a sample dataset or enterprise-scale annotation, our experts are ready to help you build world-class AI.