Start with the process
Define the recurring task, its frequency, handling time and quality requirements. An unclear process makes its benefits harder to measure.
Account for the full cost
Include setup, integrations, model usage, testing and maintenance. Time saved does not automatically become cash saved.
Test before expanding
Compare against the existing workflow with representative data and human review. Set the conditions for continuing or stopping in advance.