Shift5 Predictive Maintenance is a platform that collects and analyzes serial bus data from vehicles and fleets to provide maintenance insights and operational visibility. The platform monitors onboard systems including GPS, radar, communications, electrical systems, and engines to detect potential maintenance issues and safety incidents. The solution provides near real-time detection capabilities to identify maintenance and safety concerns during active operations. It captures comprehensive serial bus data for root cause analysis and diagnostic purposes, enabling maintenance teams to understand conditions-based maintenance indicators that could affect operator safety and platform readiness. The platform integrates with existing maintenance data systems to share serial bus data and alerts for reporting and trend analysis. It supports data-driven maintenance planning and optimization to reduce operations and maintenance costs while improving fleet availability and mission readiness. The system is designed for operational technology environments where vehicles and equipment use serial bus communications for system monitoring and control. It focuses on transforming raw operational data into actionable maintenance intelligence for fleet operators and maintenance teams.