With many entities shifting their data from hard copies to digital computer systems in the early 1990s, there was a heavy reliance on human labour that was required to do the data entry process. This process however, did not come without consequences some of which included digitisation of existing errors, human error in the data capture, creation of suspense balances and subsequent loss of data. These challenges culminated into poor quality data, a critical matter that many entities are still facing to date. The National Social Security Fund (NSSF) of Uganda is no exception.