You should first ask “why are we moving data around?” In many instances, organizations try to replace manual processes with automated integrations and interfaces. However, simply replacing manual processes with automation may not be an optimal solution when you have several consuming systems in your company. A holistic view of source systems across your organization is the most appropriate first step to establish a reliable, efficient, and effective longer-term data flow solution.