A corporate wellness solution leveraging AI outbreak prediction to optimize workforce health and productivity. The QWI analyzes real-time health data (opt-in basis) of employees, predicts potential absenteeism due to outbreaks, and provides recommendations for workplace interventions (e.g., enhanced sanitation, staggered schedules, remote work options) to minimize disruption and improve overall employee well-being. It tracks and reports on employee wellbeing anonymously, including insights into preventative measures to help staff avoid illness.