Advanced data orchestration functionality needed to be migrated from a command line prototype and unified with our GUI-based product ecosystem. However, the original architecture was designed for a highly technical user while our new market demanded a tool that would fit less technical users. Data objects had to be audited and re-calibrated to bridge operations between roles involved in interacting with different parts of the same data infrastructure.