AI automation savings calculator

How it works

The core figure is hours freed. The tool multiplies the number of people by the repetitive hours each spends per week and by the share of that work AI can realistically automate, giving weekly hours freed, then annualizes it across 52 weeks.

It then converts hours into money using your fully-loaded hourly cost — wages plus overhead — and subtracts the annual cost of AI tooling and any one-time setup to produce net first-year savings. Setup payback is the one-time cost divided by the monthly value net of tooling, so you can see how quickly the investment is recovered.

The honest framing matters more than the number: freed hours are only savings if that capacity is redeployed to higher-value work or genuinely avoids a hire. Treat the output as the ceiling of the opportunity, then validate it with a small pilot before believing the full figure.

Assumptions and limitations

• This estimates gross opportunity, not guaranteed savings. If freed hours are absorbed by other work rather than redeployed or avoided as headcount, the labor value freed is capacity, not cash.
• The percent-automatable input is where most estimates go wrong. Most AI automation augments a task rather than eliminating it, and integration, review, and exception-handling eat into the theoretical saving — use a conservative figure.
• Setup and tooling costs vary enormously and are easy to underestimate; ongoing maintenance, prompt iteration, and oversight are real recurring costs this simple model treats lightly.
• It is a planning tool, not an audit. Re-run it with measured before-and-after hours from a real pilot rather than trusting the first estimate.