Measure the current workload
Count how often the process runs, average handling time, rework, waiting time and the people involved. Use a representative period rather than one unusually busy week.
Value the avoidable cost
Multiply handling time by a realistic loaded labour cost, then add material error, delay or missed-capacity costs where they can be supported. Do not invent a large strategic benefit to justify the project.
Estimate realistic automation coverage
Few workflows become 100 percent autonomous. Some exceptions will still require manual review. Model the percentage that can be handled safely and the time still required for supervision.
Include implementation and ongoing costs
Discovery, integration, testing and deployment are one-off costs. Automation-platform subscriptions, model usage, APIs, messaging, hosting, monitoring and maintenance continue.
Price risk
A wrong payment, sensitive disclosure or incorrect customer decision can cost far more than the labour saved. Higher-consequence workflows need stronger approval and monitoring, which should be included in the business case.
Define a review point
After a pilot, compare actual handling time, failure rate and cost against the baseline. Scale only if the evidence supports it.
Questions businesses ask
01What is a good ROI for automation?+
There is no universal threshold. Compare the return with alternative uses of budget, strategic value and operational risk.
02Should labour savings be treated as cash savings?+
Not always. Saved time creates capacity only if the business can redeploy it productively or avoid future hiring.
03How long should an automation pilot run?+
Long enough to cover normal volume and meaningful exceptions. The exact period depends on how frequently the process occurs.
