Shift5 Platform by Shift5 unlocks onboard data for operations, maintenance, and cybersecurity teams, enabling real-time decision intelligence through complete data access and observability from the asset level to fleet scale. It is hardware, bus, and protocol agnostic, designed for passive, full-take data capture from any onboard source. Shift5 captures all data crossing onboard serial bus networks and detects anomalies in real-time on the vehicle. It combines rules-based detection for known attacks with advanced machine learning and analytics to find anomalies without specific fingerprints. Shift5 technology can detect previously unseen anomalies and increases detection rates by continually writing signatures and rules for observed anomalies. Data from vehicles is centralized for analysis, supporting threat hunting, operational efficiency, and incident response, while providing essential situational awareness.