Predictive Maintenance with IoT in India: ROI Guide

Predictive maintenance uses real-time equipment data to detect issues before failure. For factories, the biggest financial benefit comes from avoiding unplanned stoppages and reducing emergency maintenance costs.

Where ROI comes from

• Lower unplanned downtime hours
• Reduced scrap and quality incidents
• Higher maintenance team productivity
• Longer asset life through condition-based intervention

Practical rollout model

Prioritize critical assets, define clear failure indicators, and set escalation workflows. Measure downtime and repair-cost reduction over 8-12 weeks to validate business impact.