Overcome Labor Shortages and Quality Bottlenecks with Data and Automation

SMT, or Surface Mount Technology, is no longer just an assembly process. It has become a strategic process that directly influences product value, quality, and manufacturing competitiveness.

However, many production sites still face challenges that are difficult to solve through conventional improvement activities alone. These include dependence on skilled operators, information gaps between processes, and frequent minor stoppages on the shop floor.

Based on NTT DATA Taiwan SMDC’s practical experience, this white paper presents a roadmap for next-generation smart factory transformation through MES, WMS, and intelligent logistics solutions such as AGV/AMR automation.

Production data is often trapped in black boxes, making it difficult to monitor OEE and shop floor conditions in real time.

Warehouses and production lines are not fully synchronized, resulting in material supply delays and shortage risks.

Inspection and rework processes still rely heavily on manual work, while traceability mechanisms remain insufficient.

Standardized changeover and abnormality handling processes are essential to reduce dependence on individual experience.


This chapter reviews key market changes and shop floor challenges, explaining why SMT transformation has become essential.


Based on shop floor data and practical cases, this chapter analyzes the sources of hidden waste and costs embedded in manufacturing processes.


This chapter introduces MES, WMS, and AGV/AMR integration, covering architecture, benefits, and deployment considerations.


This chapter explains why manufacturers choose NTT DATA Taiwan SMDC as their smart manufacturing partner.

Visualize SMT production data and strengthen product and equipment management.

Automate material management and warehouse-to-line operations to reduce errors and process waste.

Advance from visualization to optimization through a three-stage smart manufacturing roadmap.

Accelerate your SMT smart manufacturing transformation with MES, WMS, and AGV/AMR integration

Provided by NTT DATA Taiwan SMDC
Smart Manufacturing Development Center