A hybrid configuration engine and associated method for reducing the complexity and burden of configuring rich coexistence between an on-premise solution and a cloud-based solution is described herein and illustrated in the accompanying figures. The hybrid configuration engine determines the current state of the on-premise solution and the cloud-based solution and learns the desired configuration state. After obtaining the current and desired configuration state information, the hybrid configuration engine determines and automatically performs steps to reach the desired configuration state. Finally, the hybrid configuration engine provides instructions describing the manual steps needed to reach the desired configuration state.