Predictive maintenance
Using sensor data to spot early signs of failure and service equipment before it breaks.
Vibration, temperature or power readings reveal wear. Rules or machine-learning models flag machines that need attention.
Why it matters for business
It replaces fixed schedules and surprise breakdowns with planned interventions, cutting downtime and spare-part stock.