ROI on automation gets oversold with vague "save time and money" claims. Here's a framework that actually holds up under scrutiny.
The simple formula
Hours saved per week × blended hourly cost of that time × 4.33 weeks = estimated monthly savings. That's before accounting for faster response times converting into actual revenue, which is usually the bigger number but harder to isolate.
What to measure before you build
Time a manual process for a full week, honestly, including the interruptions and context-switching it causes — not just the "active" minutes. That baseline is what makes the after-number credible.
Maximizing returns after launch
Automation ROI isn't static — review conversation logs, error rates, and completion times monthly for the first quarter, and tune the workflow based on what's actually happening, not what you assumed at launch.