This technical note outlines the key challenges the ACAPS team faced while analysing and comparing data across multiple MSNAs. It also aims to encourage assessment designers and coordinators to consider the future use of their data with the immediate requirements, even as they seek to improve data collection or overcome changes based on the context of the people in need.