FitSafe AI: AI-Based Pre-Sport Risk Screening System

About the Project

FitSafe AI is an AI-based pre-sport risk screening and athlete wellness management system developed to support safer and more systematic participation in sports activities. Conventional pre-sport screening is often conducted manually using paper-based forms such as the PAR-Q+, resulting in fragmented records, slow data processing, limited monitoring and the absence of real-time analytical support. FitSafe AI transforms this process into a digital platform that integrates participant registration, health screening, automated risk classification, monitoring, performance tracking and analytical reporting. The system classifies participants into three risk categories: Safe, Needs Monitoring and High Risk, enabling organizers and coaches to identify participants who may require further assessment before engaging in physical activities. FitSafe AI was developed using Google Apps Script and Google Sheets, incorporating QR-based access, centralized data storage and a real-time dashboard. An initial pilot evaluation involving 10 users demonstrated positive acceptance in terms of usability, clarity and suitability for pre-sport screening, while the system has subsequently been used by a larger number of participants. The novelty of FitSafe AI lies in its integration of digital health screening, automated risk assessment, participant monitoring, athlete performance records and decision-support analytics within a single platform. The system has potential applications in schools, universities, sports clubs, competitions and community programmes. It can support early risk identification, improve record management, strengthen data-driven decision-making and contribute towards safer, healthier and more sustainable sports participation.