The Cost of Reactive Maintenance
Every unplanned breakdown costs 3–10x more than planned maintenance.
The direct cost is the repair. The real cost is the production stoppage — idle labour, missed delivery commitments, expedited raw material orders, and the ripple effect through your production schedule.
Preventive maintenance on fixed schedules wastes money replacing components that have useful life remaining. Predictive maintenance using AI replaces both with data-driven intervention — scheduled at the right moment for each specific machine.
BizEazer implements predictive maintenance systems that monitor your actual equipment, learn your specific failure patterns, and give your maintenance team actionable, prioritised alerts.
Explore Predictive Maintenance →Unplanned downtime reduction
40–70% reduction in unexpected equipment failures after implementation
Maintenance cost savings
15–25% reduction in total maintenance spend through optimal intervention timing
Equipment lifespan
Extended useful life of critical machines through early-stage fault detection
OEE improvement
Overall Equipment Effectiveness improvements of 8–15 percentage points
How It Works
From sensor data to scheduled maintenance
Sensor Data Collection
Vibration, temperature, current draw, pressure, and cycle time data collected continuously from your machines via IoT sensors or existing PLCs.
Baseline Modelling
AI builds a model of normal operating behaviour for each machine — accounting for load, age, and environmental conditions.
Anomaly Detection
Deviations from normal patterns trigger alerts graded by severity — distinguishing between "monitor closely" and "schedule maintenance this week".
Remaining Useful Life Prediction
For critical components, AI estimates remaining useful life — so replacements are scheduled at the optimal point, not too early or too late.
Maintenance Work Order Integration
Alerts automatically create maintenance work orders in your ERP or CMMS — so the maintenance team acts on data, not calendar schedules.
Continuous Learning
The model improves with every maintenance event — learning which patterns actually precede failures in your specific machines and operating environment.
How much did unplanned downtime cost your business last year?
Start with a maintenance cost review. We will tell you honestly whether predictive maintenance AI makes economic sense for your specific machines and operations.
Book a Maintenance Review →