Most enterprise data platforms treat event streaming, analytics, and governance as separate concerns. GUM-RTDP integrates them into a single, coherent platform — providing the strong data foundations that enable Machine Learning, Operational Research, and Business Intelligence, with real-time AI inference feeding results back to operational systems as they happen. It even transforms legacy systems into native EDA participants, with no modification required to the legacy application itself.