AI Solutions for Sports Performance, Coaching & Athlete Analytics

We help sports teams, academies, analysts, and leagues leverage AI video intelligence, pose estimation, and predictive performance modeling. Our systems deliver deeper insights, automate analysis, and unlock competitive advantage using advanced Computer Vision and cloud-scale processing.

AI Is Transforming Modern Performance

Teams, coaches, and sports-science departments increasingly rely on AI to gain real-time insights, analyze biomechanics, and optimize player development. AI is no longer a “nice to have”—it is the core of high-performance programs.

Automated Video Breakdown

Saving analysts hours of manual tagging.

Real-time Classification

Identifying formations and roles instantly.

Biomechanics

Scoring movement quality and injury risk.

Load Management

Predicting fatigue before injury occurs.

Tactical Intelligence

Predicting opponent plays based on historical patterns.

Overcoming Analytics Bottlenecks

Manual Video Breakdown

Analysts spend hours tagging plays, roles, formations, and player actions.

Lack of Real-Time Insights

Most tools are post-match; coaches need instantaneous feedback during the game.

Limited Sideline Data

Single-camera, inconsistent angles, and noisy footage reduce accuracy.

No Biomechanics Data

Traditional tools lack 2D/3D pose tracking, gait analysis, or movement scoring.

Fragmented Tools

Teams juggle multiple platforms for video, GPS, and health data without unified dashboards.

Injury Reactivity

Medical teams rely on lagging indicators rather than predictive load/fatigue modeling.

Scouting Inefficiency

Talent identification relies on subjective eye-tests rather than objective data metrics.

Tactical Rigidity

Difficulty in predicting opponent formation shifts in real-time.

Data Overload

Coaches are drowning in raw numbers without actionable, simplified insights.

Engineered for High Performance

AI Strategy & Roadmapping

Video infrastructure audit, Multi-camera feasibility analysis, and Sports-tech ROI modeling.

LLM & Generative AI Engineering

Coaching copilots, Match summary assistants, and Tactical analysis generation.

RAG Systems

Semantic search for playbooks, Rule retrieval, and Video+Metadata copilots.

AI Agents & Multi-Agent Automation

: Player classification agents, Formation recognition, and Athlete monitoring swarms.

Predictive Analytics & ML Models

Fatigue prediction, Injury risk profiling, and Match outcome probability.

Computer Vision & Visual Intelligence

Pose estimation (MediaPipe/YOLO), Player tracking, and Action recognition.

MLOps & AI Infrastructure

GPU inference pipelines, High-speed video processing, and Edge deployment (Jetson).

Use Cases by Sport

American Football

  • Player role classification (QB, RB, WR)
  • Formation recognition (Shotgun, Trips)
  • Play prediction
  • Sideline-view analysis

Brokers & Agencies

  • Player tracking & heatmaps
  • Off-ball movement analysis
  • Expected Goals (xG) prediction
  • Tactical formation shifts

REITs & Investors

  • Shot detection & tracking
  • Player movement lanes
  • Rebound probability
  • Defensive spacing analysis

Sports Science

  • Posture & gait analysis
  • Fatigue & overload prediction
  • Injury risk scoring
  • Personalized recovery plans

Measurable Competitive Advantage

Reduction in Manual Tagging
0 %
Classification Accuracy
0 %
Real-Time Insight Latenc
< 0
Faster Analyst Workflows
0 X

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Built for the Field & Cloud

Sports AI Pods

Experts in Computer Vision, Biomechanics, and Video Pipelines.

Hybrid Deployment

Cloud for deep analysis + Edge (Jetson) for real-time training centers.

POC to Production

Rapid prototyping of models on custom game footage.

Start with a 7-Day Sports AI Audit

We assess your Video Infrastructure, Multi-Camera Feasibility, and Data Strategy. You receive an Architecture Blueprint and ROI Roadmap.

Performance-Grade Tech Stack

Vision Models

MediaPipe

MediaPipe

YOLOv8

YOLOv8/11

Architecture

CNN

CNN-LSTM

Transformers

Frontend

react

React

Backend

fast-api

FastAPI

nodeJS

Node.js

Data

Redis

Redis

Apache Kafka for data streaming

Kafka

Compute

AWS

AWS

Why Inexture for Sports AI?

Sports Video AI & Biomechanics Expertise

Multi-Camera & Pose Estimation Systems

Real-Time Classification & Tracking

Scalable GPU & Edge Deployments

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