The best first automation candidate usually has meaningful volume, repeatable steps, explainable rules, verifiable inputs and outputs, and a real cost of delay or error. Prioritise processes with both high value and high readiness. Avoid automating work whose goal is unclear, whose rules change constantly, or whose decisions have no accountable owner.
Business automation ROI compares defensible financial benefits with the full cost of the automation. Benefits may include recovered time, fewer errors, faster processing, additional capacity, or protected revenue. Costs include discovery, implementation, integration, process change, training, operations, and maintenance. The model should separate measured benefits from strategic benefits and state its time horizon.
Workflow automation coordinates work, data, and decisions across steps or systems. RPA imitates user actions in an interface when direct integration is unavailable or impractical. AI automation handles inputs or decisions that require interpretation, such as extraction, classification, summarisation, and recommendations. A process may use all three, but their responsibilities, controls, and human review points must be explicit.
