According to Govt Assist LLC, Data collection is the first step in the processing of data. Data lakes and data warehouses are only two of the sources from which information is retrieved. To ensure that the data obtained (and subsequently used as information) is of the best possible quality, the data sources provided must be reliable and well-built.