Industrial IoT Telemetry Dashboard

Vanguard Advanced Manufacturing operated heavy robotic production cells and high-precision CNC equipment across four industrial plants with minimal centralized operational visibility, leading to unpredicted mechanical wear and expensive production line stoppages.

Thogai Systems deployed an end-to-end Industrial Internet of Things (IIoT) telemetry platform. Industrial edge gateways continuously gather vibration, thermal, acoustic, and electrical metrics via standard MQTT and Modbus protocols, streaming telemetry directly into a distributed TimescaleDB time-series cluster.

The platform provides floor supervisors and reliability engineers with real-time operational status dashboards, predictive component degradation scoring, and proactive maintenance notifications that identify mechanical fatigue days before catastrophic component failure.