Grey relational analysis is one of the best methods that can be applied in decision analyses. If grey relational analysis is further incorporated into quality function deployment, the importance of customer requirements can be prioritized through quality characteristics. This study uses RSI distribution center as an example to demonstrate the advantages of applying both grey relational analysis and quality function deployment in discovering and fulfilling the actual successful quality characteristics of automated distribution center.