Fleet Operators Deploy Predictive Maintenance AI

Commercial fleet operators are applying predictive AI to analyze vast onboard sensor streams from heavy-duty trucks to improve maintenance and uptime. Modern Class 8 trucks produce about 25 GB of data per day, enabling combined supervised, unsupervised, and LSTM models that report >90% failure-detection accuracy and 2–3 weeks' advance warning; example calculations estimate $180,000 annual savings for a 200-truck fleet.