Bad ROI calculators produce one confident number from weak assumptions. Good calculators show ranges, name the assumptions, and explain what must be true for the savings to materialize.
Start with volume, handling time, labor cost, error cost, and review requirements. Then estimate conservative, expected, and aggressive automation rates. If the workflow still needs heavy human judgment, treat automation as triage—not replacement.