Even a relatively small database can become a nightmare without any attention paid to tidiness. Things start running slower. People can’t find things. Rage!
“Big data” or no, many businesses are still learning how to have any sort of data at their disposal. Heck, many will never get organized. Learn the skill of organization and ruthless pruning, or continue to run a time-suck of an organization with unhappy employees. Your choice.