Data inconsistencies occur when there are discrepancies or variations in data that should be uniform. In the context of business, these inconsistencies can lead to significant issues, affecting decision-making, operational efficiency, and overall performance. For example, if a company's customer database contains multiple entries for the same customer with different contact details, this can lead to confusion and errors.