Sensors stream telemetry into MongoDB. Historical failure data and equipment manuals are vectorized and stored in the same platform. When an anomaly is detected, vector similarity search finds past failures and recommends repairs. An agent automatically creates a service ticket and assigns it to a field engineer — all before failure occurs.