This paper focuses on synthesizing the lessons from Acumen’s and Root Capital’s experiences - it discusses learnings covering both technical (data quality) and operational (ease of implementation) considerations. It also highlights some of the current limitations of implementing such measurement initiatives, and provides case studies to illustrate.