Traditionally, IT departments have primarily been responsible for sourcing analytical software tools and carrying out complex data analysis for their organizations. As companies push for improved operational insight, they demand greater amounts of data analysis. As a result, IT departments increasingly find themselves struggling to keep up with the volume of incoming requests. A new set of software tools built specifically to empower data analysts in line-of-business teams offer an important opportunity to address this concern. They provide the benefits of data analysis without placing burdens on the IT department.