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Business case

AI Workflow ROI Calculator Method

A lightweight method for estimating whether a workflow sprint has a credible business case.

Core formula

Annual value = weekly volume x minutes saved per item / 60 x loaded hourly cost x working weeks x adoption confidence.

  • Use conservative time-saving estimates.
  • Apply adoption confidence so the case does not assume perfect usage.
  • Separate labour value from risk-control value.
  • Record assumptions before the sprint starts.

Risk-control value

Regulated workflows can justify work even when time savings are modest. Risk-control value should be discussed explicitly rather than hidden in the time-saving case.

  • Reduced missing evidence.
  • Better audit readiness.
  • Faster management visibility.
  • Lower key-person dependency.
  • Reduced SLA or complaint risk.

Decision thresholds

Use the ROI view to decide whether to scale, improve or stop rather than to pretend every pilot is a success.

  • Strong: payback under six months or major risk/control benefit.
  • Possible: payback six to twelve months with useful strategic proof.
  • Weak: payback above twelve months and no risk/proof benefit.
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Next step

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