Problem

Unexpected machine failures, downtime, high maintenance cost.

IoT Solution

• Sensors (vibration, temperature, current)
• Edge analytics + cloud dashboards
• AI-based failure prediction
• Real-time alerts & maintenance scheduling

Business Impact

Reduced downtime
Lower maintenance cost
Increased asset life

Industries: Manufacturing, Energy, Railways, Oil & Gas