80/20 Rule Analysis
The top 3 complaint categories account for 58% of all issues, providing clear targets for focused improvement, such as enhanced user training, improved confirmation processes, and stronger vendor management.
Top Offenders - October 2024 - YTD
The top 3 complaint categories account for 58% of all issues, providing clear targets for focused improvement, such as enhanced user training, improved confirmation processes, and stronger vendor management.
User Error (22.8%) and Not Confirmed (19.8%) complaints dominate. Consider enhanced user training programs and improved confirmation processes to address these root causes.
Supplier-related complaints (15.8%) suggest a need for enhanced vendor qualification and ongoing supplier performance monitoring programs.
Combined design and manufacturing issues account for 7.9% of complaints. Review design controls and manufacturing processes for continuous improvement opportunities.
Lack of PM (1.0%) and Human Error (5.0%) categories indicate opportunities for enhanced preventive maintenance and human factors engineering.