This report details the design process of a process performance measurement system for zero-defects logistics, with a focus on process quality. The system is the result of a combination of theoretical sources and best practices found in various industries. The final design is applied on the distribution process of cut flowers at Royal FloraHolland in Naaldwijk. Calculations return the expectation that implementing the system leads to increased process quality and a decrease in financial impact of poor quality.