Metacto Tools

Calculate the ROI of one AI workflow

AI value is not usage. It is measurable business change. Pick a workflow and see what it could be worth.

Revenue
Cost
Speed
Quality
Risk

Where does this work live?

Estimated 12-month opportunity

≈ $0

$50,000

Est. investment

0.0x

ROI multiple

333 mo

Payback

Simple build · net first-year value $0

Goal
Reduce cost
Volume
25 / mo
Labor cost recovered
$1,800
Est. investment
$50,000 · Simple

Planning estimate based on your answers.

Let's go capture it.

Book 45 minutes with our AI experts and we'll pressure-test your number against a real baseline, then map the fastest path to the value: what to build first, and what it takes.

Your inputs help make the first conversation more useful.

The short version

What this calculator actually does.

It sizes one process. That is a narrower question than what AI is worth to your business, and it is the only version of the question anyone can answer honestly.

What it does

  • Sizes one workflow at a time, not your whole company
  • Puts a 12-month dollar figure on the time and cost it recovers
  • Estimates what building it would cost, so you get a net number
  • Returns a payback period and an ROI multiple you can take to a budget conversation

What it does not do

  • Guess at company-wide AI transformation savings
  • Assume every hour saved turns into cash
  • Price a specific vendor, license, or model
  • Replace a real baseline measured in your own systems
What AI moves

The five numbers AI can move

Every workflow worth building moves at least one of these. The calculator sizes the one yours should move.

Revenue

Better qualification, faster follow-up, shorter sales cycles, stronger conversion.

Cost

Less manual prep, fewer repeated tasks, lower review burden, lower cost per output.

Quality

More consistent decisions, fewer errors, less work varying person to person.

Speed

Shorter cycle times, faster reporting, faster approvals, faster execution.

Risk

Earlier exception detection, better audit trails, clearer controls, fewer missed issues.

The method

How the estimate is calculated.

Four inputs, no black box. Here is exactly what the calculator asks and what it does with your answers.

01

Pick the workflow

Choose a repeatable process your team already runs, by department. Invoice coding, lead follow-up, report prep, claim review, and so on.

02

Name the goal

Say which number the workflow should move: revenue, cost, speed, quality, risk, or recovered capacity. The math changes based on your answer.

03

Size the work today

How often it runs, how many people touch it, how long it takes, and what an hour of that time costs. Answer not sure and a conservative default is used.

04

Set a realistic improvement

Not the best case. A change you would actually defend in a room. That figure drives the 12-month opportunity, the investment range, and the payback.

A note on honesty

This is a planning estimate, not a forecast. Every not sure answer falls back to a conservative default, and the result tells you how many of your answers were estimates. A number you can defend beats a number that flatters the project. If the workflow looks worth funding, the next step is measuring a real baseline in your own systems, which is what Metacto does first on every engagement.

The other half of the question

A workflow can be valuable and still not be ready.

The number above says whether a workflow is worth investigating. It says nothing about whether the conditions are in place to put AI on it: who owns it, whether the rules are written down, whether the systems can be reached. A large opportunity on work nobody owns does not survive contact with production.

Score the same workflow for readiness

Fourteen questions, about four minutes, and no email needed to see the result. Or see an AI agent at workfirst.

AI ROI calculator questions

What is an AI ROI calculator?

A tool that estimates the financial return of applying AI to one specific business workflow. Rather than asking what AI could do in general, it asks what one process costs you today in hours, headcount and cycle time, then estimates what a realistic improvement would be worth over twelve months and what it would cost to build. The output is a dollar figure, an investment range, a net value and a payback period.

Do I have to give my email to see my number?

No. The estimate updates live as you answer and the full breakdown stays on screen. Contact details are only asked for at the end, if you want to pressure-test the estimate with someone at Metacto.

How accurate is the estimate?

It is a planning estimate, not a forecast. It is accurate enough to decide whether a workflow deserves a real business case and a measured baseline, which is what it is for. Accuracy improves the more precisely you answer, and every not sure answer falls back to a deliberately conservative default.

What if I do not know some of the numbers?

Choose not sure on any question. The calculator substitutes a conservative assumption and tells you how many of your answers were estimates, so you know how much weight the result deserves.

What counts as one workflow?

A repeatable process with a clear trigger, a clear output, and someone doing it more than once a week. If you cannot say how often it runs, it is probably several workflows bundled together, and it is worth splitting them before you size them.

What does the investment number include?

It is a build range for a production workflow, based on what comparable systems have cost: the integration work, the data and context plumbing, the human approval steps, and the monitoring needed to keep it reliable. It is not a software license price.

The number looks big. What do I do with it?

Treat it as a reason to check the workflow rather than a result to present. A large opportunity on a workflow nobody owns, or one whose rules live in people's heads, will not survive contact with production. The readiness assessment scores that side of it in about four minutes.

How do I turn this into something finance will fund?

Measure the workflow before anything changes. A baseline of volume, time and quality taken over a couple of weeks turns an estimate into a before-and-after you can defend. That measurement is the first thing Metacto does on an engagement.

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