While 2.5 quintillion bytes of data were produced every day in 2021, this number is expected to grow exponentially in the coming years. With the constantly increasing flow of data, organisations, particularly those in the Global South, are struggling to process, structure, use, and share the data produced leading to missed opportunities and inability to track progress and monitor successes and failures. Graph databases can help prevent poor-quality data with standardization and connected data.