BigData Consulting
BigData Consulting
Big Data Analytics Consulting
We collect, analyze, and visualize the vast data generated on the factory floor to enable data-driven decision making. We apply BigData analytics technology from AllWin BCG's R&D Center (linked with Pusan National University Grand ICT Research Center) directly to the field.
BigData Analytics Pipeline
Industry Use Cases
도입 배경 및 필요성
The vast production, quality, and equipment data generated in auto parts manufacturing is mostly left unused. Big data analytics enables defect pattern prediction, process parameter optimization, and predictive maintenance — improving both quality and productivity simultaneously.
주요 기능
Defect Prediction Analytics
Process data-based early detection and alerting of defect occurrence patterns
Process Parameter Optimization
Derive optimal conditions by analyzing correlations among hundreds of process variables
Predictive Maintenance
Early warning before failure by analyzing vibration, temperature, and current data
Quality Root-cause Analysis
Automatic collection of related process data and root-cause search when defects occur
Production KPI Dashboard
Real-time KPI dashboards tailored for management and shop-floor personnel
Supplier SCM Analytics
Integrated delivery performance and quality analysis and reporting for 8 partner companies