Mikan Consulting

Manufacturing Use Case

Operational Equipment Effectiveness (OEE) Maximization

Integrate real-time equipment data to predict maintenance needs and boost Overall Equipment Effectiveness (OEE) and product yield.

The Challenge

Unplanned machine downtime severely impacts production schedules and final product quality, leading to costly rushed maintenance.

AI Solution

The FactorySight Agent connects to IIoT sensors, running anomaly detection algorithms to predict component failure hours or quality deviations. It creates a dynamic maintenance schedule.

Deployable Actions

  • Real-time data stream setup from IIoT sensors (temperature, vibration, pressure).

  • Predictive Failure Model generates maintenance tickets automatically in the ERP.

  • Action triggered: Automatic halting of production line segment if quality deviation threshold is met.