Robotic process automation takes on many forms but PlaidCloud approaches it through a system level set of tasks to achieve the desired outcome. Instead of recording manual interactions through a user interface, which may change on the next software update, the system interactions are recorded and replayed instead. This provides a far more reliable set of workflows that are easily maintained and editable.