Key Takeaway
Advantech and Career Technology deployed an IoTSuite-powered solution integrating production data, automated recipe control, and traceability. The solution increased equipment utilization by 30% and reduced production cycle time by 30%, paving the way for future AI Agent applications.
The Challenge | Managing Complex Processes and Disconnected Data
Career Technology specializes in flexible printed circuit (FPC) boards and electronic components. As manufacturing processes become increasingly complex and precision requirements rise, traditional production management approaches relying on manual operations and disconnected systems struggle to maintain efficiency, quality consistency, and real-time responsiveness.
A single production line involves more than 20 manufacturing processes and over 500 parameter combinations, while each machine generates data from more than 1,500 monitoring points. Limited real-time integration between equipment and manufacturing execution systems (MES) increases the risk of incorrect process settings and engineering file versions. Delayed alarms and fragmented production data further complicate traceability, performance analysis, and operational decision-making.
The Solution | Intelligent Production Management Platform with IoTSuite
Career Technology leveraged Advantech WISE Industrial AI Platform & Solutions to deploy an intelligent production management platform at its manufacturing facilities in China. Built around IoTSuite, the solution combines industrial data integration and analytics with IoT Edge connectivity, edge computing, and Total Productive Maintenance (TPM) applications.
Through edge-cloud collaboration, the edge layer enables real-time equipment data collection, automated recipe deployment, engineering file version management, and anomaly-triggered equipment control. The cloud layer consolidates production data, equipment performance, and alarm information to support visual monitoring and cross-system analytics.
Beyond improving production visibility, the solution connects real-time insights with on-site actions and operational decision-making. By linking monitoring, anomaly response, and continuous improvement, it establishes a data-driven production management process that supports future industrial AI applications and expansion across manufacturing sites.
Key Applications | Four Capabilities for Smarter Production Operations
Automated Recipe Control
By connecting work order barcodes with MES, the system automatically deploys process parameters and engineering file versions, reducing manual configuration errors and improving process consistency..
Real-Time Performance Monitoring
IoTSuite and TPM applications provide real-time equipment visibility and Overall Equipment Effectiveness (OEE) analysis, helping managers identify bottlenecks, track performance trends, and improve equipment utilization.
Faster Anomaly Response
Real-time monitoring and severity-based alerts enable faster anomaly detection and response. Edge-based controls can automatically stop equipment when critical parameters exceed predefined limits, reducing quality risks.
End-to-End Traceability
By connecting board barcodes, work orders, and equipment parameters, the solution enables production traceability. Integrated IT/OT data and analytics provide multidimensional reports for quality analysis and operational decisions.
Recipe Control Module
Key Results | Measurable Improvements in Production Performance
30% Increase in Equipment Utilization
Real-time equipment monitoring, prioritized alarms, and OEE analysis help improve equipment efficiency and reduce unplanned downtime.
30% Reduction in Production Cycle Time
Automated recipe deployment, faster anomaly response, and improved data coordination help streamline production processes.
Beyond these measurable results, automated recipe and engineering file management reduces manual errors and production risks. Integrated work orders, board barcodes, and process data strengthen quality traceability, while equipment performance monitoring and production analytics improve operational visibility and support data-driven decisions
Future Outlook | Scaling Industrial AI Agents Across Manufacturing Operations
In June 2025, Advantech and Career Technology expanded their strategic collaboration to advance generative AI and smart factory applications. Leveraging Advantech WISE to integrate MES, ERP, SPC, and OA systems, the companies are developing domain-specific AI Agents for predictive maintenance, anomaly root-cause analysis, and manufacturing knowledge assistance.
These efforts are extending across Career Technology's sites in Kunshan, Suzhou, and Taipei, supporting the development, deployment, and scaling of industrial AI applications to continuously optimize operations and deliver long-term business value.
Explore WISE Solutions for Intelligent PCB Manufacturing
From equipment connectivity and process management to AI Agent applications, Advantech WISE helps PCB manufacturers integrate industrial data, develop and deploy intelligent applications, and continuously optimize production operations—scaling proven capabilities across production lines and facilities.
