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Sports & Performance

Back to researchLaunch project

Tracking signals shaping the future of sports and performance — athletic equipment, performance analytics, biomechanics tools, and training technologies.

Our Work

  • Research database tracking athletic equipment, performance analytics, biomechanics tools, and training technologies.
  • Each signal assessed for readiness and mapped across categories.
  • Continuously updated with emerging developments.

Technologies

Applications
Applications
Adaptive Exergaming

Gaming platforms that adapt controls and difficulty for athletes with disabilities

TRL
6/9
Impact
4/5
Investment
3/5
Software
Software
Adaptive Training Plan Optimizers

AI systems that continuously adjust training cycles based on real-time athlete readiness and recovery data

TRL
5/9
Impact
4/5
Investment
4/5
Applications
Applications
Advanced Adaptive & Para-Sports Systems

Engineered prosthetics, wheelchairs, and equipment optimized for para-athlete performance

TRL
7/9
Impact
5/5
Investment
4/5
Software
Software
AI Digital Athlete Twins

Virtual replicas of athletes built from sensor data to predict injuries and optimize training loads

TRL
6/9
Impact
5/5
Investment
5/5
Ethics Security
Ethics Security
AI Officiating Governance

Frameworks ensuring transparency and accountability in AI-powered sports officiating systems

TRL
4/9
Impact
4/5
Investment
3/5
Ethics Security
Ethics Security
Algorithmic Scouting Fairness

Auditing AI talent-scouting systems to reduce bias in athlete recruitment and evaluation

TRL
5/9
Impact
4/5
Investment
2/5
Ethics Security
Ethics Security
Athlete Consent & Data Wallets

Personal data vaults giving athletes control over who accesses their performance metrics

TRL
5/9
Impact
5/5
Investment
3/5
Software
Software
Athlete Data Fusion Platforms

Platforms that combine tracking, wearables, lab tests, and medical data into one athlete profile

TRL
7/9
Impact
4/5
Investment
5/5
Software
Software
Automated Biomechanics Analysis

AI-powered motion tracking from standard video without markers or sensors

TRL
7/9
Impact
4/5
Investment
4/5
Ethics Security
Ethics Security
Biometric Data Rights

Legal frameworks governing ownership and privacy of athlete physiological data from wearables and sensors

TRL
4/9
Impact
5/5
Investment
2/5
Software
Software
Computer Vision Officiating

AI-powered cameras that detect rule violations and line calls in real-time during matches

TRL
8/9
Impact
5/5
Investment
4/5
Applications
Applications
Cross-Sport Talent Identification

Analytics matching athlete profiles to sports where their physical and cognitive traits excel

TRL
4/9
Impact
4/5
Investment
3/5
Ethics Security
Ethics Security
Genetic Doping Surveillance

Detection methods for identifying gene therapy misuse in competitive athletics

TRL
3/9
Impact
5/5
Investment
3/5
Applications
Applications
Immersive VR/AR Training

Virtual environments that simulate game scenarios for tactical training and decision-making practice

TRL
8/9
Impact
4/5
Investment
4/5
Hardware
Hardware
Impact-Sensing Helmets & Mouthguards

Sensors in protective gear that measure head impact forces to assess concussion risk in real-time

TRL
8/9
Impact
5/5
Investment
4/5
Software
Software
Injury Risk Prediction Engines

Machine learning models that forecast soft-tissue and overuse injuries from training load and biomechanics data

TRL
6/9
Impact
5/5
Investment
4/5
Hardware
Hardware
Instrumented Balls, Bats & Rackets

Sensors embedded in sports gear to track spin, impact force, and swing mechanics in real time

TRL
7/9
Impact
4/5
Investment
3/5
Hardware
Hardware
Neural Performance Sensors

Wearable EEG sensors that track brain activity to monitor focus, fatigue, and reaction time during training

TRL
5/9
Impact
5/5
Investment
5/5
Ethics Security
Ethics Security
Neurotech & Augmentation Ethics

Ethical frameworks for brain-computer interfaces and augmented prosthetics in competitive athletics

TRL
2/9
Impact
5/5
Investment
3/5
Ethics Security
Ethics Security
Performance Data & Labour Rights

Legal frameworks governing how teams and leagues can use athlete biometric and performance data

TRL
3/9
Impact
4/5
Investment
2/5
Applications
Applications
Real-time AI Coaching

Instant feedback on form and technique using computer vision and motion sensors

TRL
7/9
Impact
3/5
Investment
3/5
Applications
Applications
Remote Performance Clinics

Virtual coaching platforms connecting athletes to expert analysis via video and sensor data

TRL
7/9
Impact
4/5
Investment
3/5
Applications
Applications
Return-to-Play Orchestration Systems

Coordinated digital workflows for managing athlete injury recovery and clearance decisions

TRL
6/9
Impact
5/5
Investment
4/5
Hardware
Hardware
Smart Fabrics & E-Textiles

Athletic wear with woven sensors that track heart rate, movement, and body temperature

TRL
7/9
Impact
4/5
Investment
4/5
Hardware
Hardware
Smart Playing Surfaces

Fields and courts with embedded sensors that measure force, position, and movement during play

TRL
6/9
Impact
5/5
Investment
5/5
Hardware
Hardware
Sports Training Exoskeletons

Wearable robotic systems that apply variable resistance or assistance during athletic movements

TRL
4/9
Impact
4/5
Investment
4/5
Software
Software
Tactical Intelligence Engines

Multi-agent systems that decode team tactics and spatial patterns from tracking data and video

TRL
7/9
Impact
5/5
Investment
5/5
Hardware
Hardware
Wearable Force Sensors

Embedded insole sensors that measure ground reaction forces and pressure distribution during movement

TRL
8/9
Impact
4/5
Investment
3/5

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