Industries

Predictive Operations & Plant Telemetry

Manufacturing

Predictive maintenance scheduling, live production dashboards and IoT integrations that pull machine telemetry into one operational picture.

Automation workflow

  1. Production RequestLands from sales or ERP
  2. AI PlanningLine and shift plan generated
  3. Inventory CheckStock and lead times reconciled
  4. Machine MonitoringLive telemetry off the floor
  5. Quality InspectionDefects caught before dispatch
  6. DispatchLoads built and released
  7. Performance AnalyticsYield, downtime and OEE

3.4xFaster Fault Detection

What we build

  • Failure prediction from live sensor drift
  • Line-level OEE dashboards in real time
  • Automated work-order dispatch
  • Supplier and inventory reorder triggers

Edge-buffered ingestion - no telemetry lost during network drops.

Typical stack

  • MQTT
  • InfluxDB
  • Grafana
  • Node-RED