Engineering Insights Platform is an AI-driven Industrial IoT (IIoT) and predictive maintenance application for beverage packaging operations. Maintenance managers monitor equipment health in real time and shift from reactive to proactive maintenance.

• Real-time operational monitoring - live line speed and overall efficiency are tracked for high-volume packaging lines, and a visual production flow maps the health of every stage, from depalletizer to case packer.
• Predictive reliability and AI insights - identifies components at risk, such as a main drive motor, with a probability of failure and time window, and flags subtle anomalies like current spikes or unusual vibration.
• Asset health scoring - every machine gets a health score, so a rinser or conveyor in a critical state stands out and limited maintenance resources go to the machines most likely to stop the line.
• Maintenance optimization - clusters related work, such as motor and bearing inspections, to cut downtime, and gives prescriptive actions like increasing lubrication frequency.
• Collaborative maintenance management - a team workspace lets maintenance staff discuss alerts, assign tasks, and schedule work, so critical alerts are handled systematically.