Machine Learning in Remote Computer Support: Real-World Impact Predictive Issue Detection Success Rates IBM’s predictive maintenance ML models have shown 85% accuracy in forecasting IT issues 48 hours in advance, reducing downtime by 35%. Ticket Classification Efficiency Zendesk’s ML-powered ticket routing system improved first-touch resolution rates by 42% and reduced