Data analysis is useful for understanding problems by taking them apart, but it does not always produce optimal solutions or point directly to conclusions. Managers should use data to understand issues but not rely too heavily on it, as data can sometimes mislead or be faulty. While services like Netflix use data to select the best shows, data analysis requires human judgment to bring different solutions together and make the right decisions.