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AI ROI calculator for one real workflow
An AI ROI estimate should start with work you can count. Enter one workflow’s volume, handling time, and loaded labor cost.
Add its eligible share, exception rate, human review time, build cost, and monthly operating cost.
The calculator shows first-year net benefit, ROI, payback, and released capacity without assuming revenue lift or perfect automation.
Estimate from your workflow
What could one bounded automation return?
This scenario starts with 125 labor hours a month. It gives time-saving credit only to approximately 298 clean automated runs; about 53 exceptions retain their full manual time. The model keeps 2 review minutes on each clean run and subtracts $11,000 of first-year build and operating cost.
64 hours a month are released in this scenario. That is capacity, not automatically cash: count it as savings only if the business can redeploy or avoid that cost.
Revenue lift, error reduction, delay, adoption, tax, financing, and avoided-risk value are excluded. Validate the baseline and every accepted destination outcome before using this estimate for a purchase decision.
Replace the scenario with production evidence.A free consult maps one workflow, acceptance tests, costs, and a measurement window.
Scope the workflowTransparent methodology
Every number has an owner and a check.
The formulas are intentionally inspectable. Replace planning assumptions with production evidence as soon as the workflow runs.
| Measure | Formula | Evidence to use |
|---|---|---|
| Baseline labor | Runs per month × minutes per run | Your current workflow logs and time study |
| Eligible automated work | Monthly runs × automation coverage | A written eligibility rule, not a model guess |
| Clean automated work | Eligible work × (1 − exception rate) | Accepted destination outcomes after review |
| Capacity released | Clean work × (current minutes − review minutes) | Measured handling and review time |
| First-year net benefit | Gross capacity value − build cost − 12 months operating cost | Your loaded labor cost and written quote |
| First-year ROI | Net benefit ÷ first-year total cost × 100 | Only shown when total cost is greater than zero |
The model does not assign value to revenue growth, quality, faster response, customer experience, avoided risk, tax effects, or financing. Those may matter, but they require separate evidence. The NIST AI RMF Playbook provides current governance and measurement actions for AI systems; using it does not certify a workflow or its return.
Decision gates
Turn a spreadsheet result into a testable business case.
Start with one bounded workflow
Name the source, eligible population, current handling steps, permitted action, destination record, exception owner, and accepted outcome before estimating coverage.
Measure failures as part of cost
Include review, correction, retries, provider downtime, partial writes, identity mistakes, support, and reconciliation. A successful API response is not a confirmed business result.
Use an expansion gate
Compare the measured outcome with the baseline after a stated observation window. Pause or narrow the workflow when error, exception, cost, or authority thresholds fail.
Use the AI readiness assessment to test whether the workflow has the ownership, data, authority, integration, evaluation, and operating controls needed to earn the return. Then review the end-to-end design on business process automation services or get a fixed written scope through AI consulting.
AI ROI calculator FAQs
How does the AI ROI calculator work?
It estimates the labor hours a workflow uses today, then gives time-saving credit only to the eligible automated runs that complete without an exception. It retains the human review time you enter, values released capacity at your loaded hourly cost, and subtracts the one-time build plus twelve months of operating cost.
What is the formula for first-year AI ROI?
First-year ROI equals first-year net benefit divided by first-year total cost, multiplied by 100. Net benefit is estimated gross labor-capacity value minus the one-time build and twelve months of operating cost. If total cost is zero, the calculator leaves ROI undefined instead of presenting an infinite percentage.
Why do exceptions receive no time-saving credit?
It is a conservative planning rule. An exception may need investigation, correction, approval, or full manual completion. Treating every exception as a saved task would overstate the business case before production evidence exists.
Is released employee time the same as cash savings?
No. Released capacity becomes a cash saving only when it avoids spend or replaces work that would otherwise require paid time. It can still create value when redeployed to sales, service, or higher-value operations, but that value should be measured separately rather than assumed.
What costs should an AI ROI estimate include?
Include discovery, implementation, integration, testing, migration, training, provider usage, monitoring, human review, exception handling, maintenance, and internal change work. This calculator groups those into a one-time build input and a recurring monthly operating input so you can use the quote and internal costs you actually expect.
How should a business validate the estimate?
Measure a real baseline, define eligible and ineligible work, test normal and adverse cases, confirm accepted outcomes in the destination system, and compare labor, exception, correction, delay, provider, and support costs over a stated observation window. Expand only after the measured result meets the agreed gate.
Free workflow diagnostic
Need a measured ROI case instead of a planning estimate?
We map one workflow, identify its evidence sources and authority boundaries, define acceptance tests, and put the build and operating scope in a fixed written quote before you spend.