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Crescent Manufacturing Pvt. Ltd. Predictive Maintenance with OptiPro AI & Maintenix ML

Industry: Manufacturing / Industrial Automation

Challenge: Crescent Manufacturing operated multiple precision-engineering units supplying automotive and textile components. Despite having modern equipment, the company struggled with unexpected machine breakdowns and inconsistent production output. Manual reporting made it difficult to trace root causes or predict equipment failures, resulting in lost production hours and higher maintenance costs.

Product: The company adopted OptiPro AI for real-time performance analytics and Maintenix ML for predictive maintenance. Production-line sensors and PLC data were integrated into a unified dashboard, enabling supervisors to visualize utilization, detect anomalies, and receive early fault alerts. Maintenix ML generated preventive-service recommendations based on historical patterns and machine-health trends.

Crescent Manufacturing AI

Results & Impact

“With OptiPro AI and Maintenix ML, we no longer wait for failures, we anticipate them. Our reliability and throughput have both improved dramatically.”