- Key takeaways
- Measure the baseline before you automate — from timestamps and sampling, not guesses. A baseline set after the fact convinces nobody.
- Let the system log its own work: items processed, touch-time per exception, human minutes per outcome.
- Report hours × loaded rate, conservatively, monthly. Exclude speculative revenue. Credibility compounds; hype doesn’t.
Why most automation ROI is disbelieved
Most automation ROI numbers deserve the skepticism they get. They arrive after the project, constructed from optimistic memory, blended with speculative revenue, and rounded up. A CFO who has seen one such number treats every next one as marketing.
Hours returned — measured honestly — is different. It is countable, auditable, and translates directly to money via a rate the CFO already uses. But only if you follow the order of operations: baseline first, automate second, log third, report conservatively forever.
Baseline before anything
Before a line of code, establish what the workflow costs today. Not “about half her day” — numbers: timestamps from your ticketing or order systems, a two-week sampling of touch-time, counts per week. Where we ran this at a diagnostics lab, the baseline itself was clarifying: nobody had ever added it up.
The baseline is the ROI. Everything after is subtraction.
Instrument the system, not the humans
A properly built automation logs its own evidence: items processed straight through, exceptions routed, human minutes spent per exception. The intake engine knows it handled 97% untouched; nobody has to remember anything. That log is your audit trail — keep the raw data.
Report so finance can check the math
Monthly, one page: hours returned this month (baseline touch-time minus logged touch-time, at actual volume), times fully-loaded hourly rate, minus the system’s running cost. Exclude soft benefits from the headline — mention faster quotes and happier staff as notes, not dollars. When the conservative number is already good, credibility does the selling.
This is the dashboard we hand every client at go-live. The method is not proprietary — it is just discipline. Take it; it’s yours.