Many companies choose to have their own internal teams design, develop, and implement a system to clean their data - until they realise how hard and tedious it is or completely fail to achieve data quality standards. Companies then start to look at the software that is available on the market. Technology can certainly help to automate processes to clean and then monitor data quality. There are a number of core features users need to look for in such a tool.
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