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BETTER ECONOMICS FOR AI WORKFLOWS

Lower your
AI costs.Keep your quality bar.

Find a less expensive way to run your AI workflow. Measure the difference in results your app can actually use.

Request access Calculate your cost
Same workflow. Your definition of done.
YOUR WORKFLOWInvoice extraction
01 / DETAILSInvoice detailsDetail model
02 / ITEMSLine itemsItem model
Assemble the result
YOUR ACCEPTANCE RULE
Required fieldsComplete
Invoice totalsReconciled
One accepted result: an invoice ready to post
Change the approach. Keep the same acceptance rule.Input → workflow → acceptance
THE UNIT THAT MATTERS
A processed invoice.A usable answer.A result that passes your checks.
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START WITH WHAT YOU ALREADY RUN

One workflow.
A better way to run it.

You bring the task and the quality bar. Start there, then compare how different approaches deliver the same complete result.

01

Bring your workflow.

A document to extract. A reply to draft. Start with one task your app already runs.

02

Set your quality bar.

Define the checks a complete result must pass. Keep those checks the same for every approach.

03

Find the better route.

Compare models and task designs by the cost of a result you can use. Count retries and failures, too.

Same task. Same quality bar.
A clearer way to measure value.

See your cost per accepted result

FROM COST PER CALL TO COST PER OUTCOME

You need results.
Measure what they cost.

A cheaper call is only useful if it does the job. Include every retry and failed attempt, then divide by the results that pass your checks.

What are you paying for a result?

Your numbers. Calculated in your browser.

Include retries, failed attempts and fallback calls.
Count each original task once, even when it needed retries. A task can contribute at most one accepted result.

THE OUTCOME METRIC

Cost per accepted result

—

Enter your totals to calculate the cost of a result that meets your rules.

Cost per task

—All original tasks

CPM

—Per 1,000 tasks

Total spend ÷ accepted results. Calculated from your inputs.

The same shift as CPM → CPA in advertising. Measure what you get, not just what you process. Here, CPM means cost per 1,000 tasks; an accepted result passes the checks you define.

BEFORE YOU START

A few things
worth knowing.

Why measure cost per accepted result?

Lower model prices can be offset by more retries, failures or rejected outputs. Divide total workflow spend by the results you actually accept to see the economics that matter.

Who decides what a good result is?

You define what a good result looks like. Only complete outputs that pass those checks count. For a business outcome such as a sale, track the downstream conversion.

What can I do today?

Calculate your current cost per result here, then request access for your workflow. We’ll follow up to discuss your setup and integration. Submitting a request does not connect or change your app.

START WITH ONE WORKFLOW

Your next result.
At a better cost.

Tell us where AI fits in your app. We’ll follow up about access and the right starting point for your workflow.

One work email.
No API keys or setup needed to request access.

Request access.

Start the conversation about your workflow.

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