"I was spending up to three hours per client group doing crazy manual tasks to take data from different sources and get it cleaned and formatted. I was very worried about quality, so I spent extra time to make sure nothing slipped through the cracks. As a one-man team, all that time spent on a single client’s data reconciliation was really expensive.”