From reading to action
A practical path through this guide.
Select a step to explore what to do and why it matters.
Measure active work
Record volume, handling minutes, corrections and exceptions for one process.
Business process automation ROI depends on recovered time, error reduction, and ongoing operating cost. Counting every automated click as a saving makes weak projects look attractive. Start with the work people will actually stop doing after launch.
Establish a measurable baseline
For one process, measure monthly volume, minutes per record, correction time, and the percentage of exceptions requiring human attention. Observe a representative week rather than asking the busiest person for a guess. Separate active work from time spent waiting for an approval.
For an illustrative example, suppose a team processes 200 enquiries monthly and spends six active minutes copying each record. That is 20 hours. At an internal planning value of $20 per hour, the maximum time value is $400 monthly, before exceptions and operating costs.
Model the realistic saving
If automation handles 80% of records and the remaining 20% still take six minutes, it releases 16 hours. At the same planning value, that is $320. Subtract an illustrative $50 tool bill and two hours of monthly maintenance valued at $20 per hour: the estimated net monthly value becomes $230.
A $900 implementation would then have a simple payback of about 3.9 months, assuming these inputs hold. These are planning assumptions, not market prices or promised savings. Released capacity only becomes cash savings if spending actually falls; otherwise it may enable faster service or more throughput.
Include the costs people miss
- Initial discovery, data cleanup, and access setup.
- Review of incorrect matches or incomplete records.
- Vendor subscriptions, model usage, storage, and monitoring.
- Maintenance after field, permission, or API changes.
- Training, documentation, and eventual replacement.
Run a pessimistic case with half the volume and twice the exception rate. If the project only works with optimistic inputs, reduce scope or collect better evidence. Avoid giving unverified revenue gains the same certainty as measured labor time.
Validate with a pilot
Run the new flow alongside the existing process using controlled records. Measure completion rate, exception minutes, and actual vendor usage. Keep one person responsible for resolving mismatches so they do not disappear into a shared inbox.
Your go-live criterion should be an observed operating result, such as correctly routing at least the agreed share of eligible enquiries while producing no duplicate contacts in the pilot sample. Recalculate the business case after a month of real operation.
Further reading
Use workflow acceptance criteria to translate the business case into delivery checks. For a review of a current process, see the automation offers.
A few practical answers
Frequently asked questions
Should released staff time count as cash savings?
Released capacity is useful, but it becomes cash savings only when spending actually falls. Otherwise describe the benefit as available time, faster service or throughput.
Which recurring costs belong in an automation ROI calculation?
Include subscriptions, model usage, monitoring, exception handling and maintenance. Compare these costs with measured time released, then test less optimistic volume and exception assumptions.
