What is repetitive work really costing every month?
Estimate the effort tied up in one workflow before deciding whether automation is worth investigating. Conservative inputs are better than optimistic promises.
Real outcomes depend on workflow design, exception rate, adoption, tooling, data quality and implementation quality. This is a prioritization baseline, not an ROI guarantee.
HOW TO READ THE NUMBER
Use the estimate to prioritize—not to justify automation at any cost.
01
High effort, low complexity
Usually the strongest place to test first: repetitive work, stable inputs, clear output.
Good pilot candidate02
High effort, high exceptions
Automation may still help, but human review and routing logic matter more than speed.
Design carefully03
Low effort, low impact
Even easy automation can be a distraction if the workflow barely moves the business.
Probably deprioritize
WHAT A PILOT LOOKS LIKE
Turn the estimate into one controlled workflow experiment.