Free tool
Will your AI feature pay for itself?
Most teams work out the cost after they have built it. Put your numbers in and find out now, before an engineer spends a month on it. Takes about a minute.
Your numbers
Rough numbers are fine. You are checking whether you are near the line, not being exact.
The usual right answer for production features. Near-frontier quality at a fraction of the cost.
Everything you send it
What it sends back
How often one user uses it
What it costs you
Worked examples
Already worked out, for nine common features
Each one opens with real numbers filled in, so you can see roughly what that feature costs before you change anything.
Customer support agent
A conversational agent answering customer questions against your help centre and ticket history.
Retrieval-augmented search
Semantic search over your own documents, with a generated answer and citations.
Document summarisation
Turning long uploaded documents into a short summary or structured extract.
Automated code review
Reviewing pull requests for bugs and leaving comments.
Content generation
Drafting marketing copy, product descriptions or long-form text.
Structured data extraction
Pulling structured fields out of invoices, forms, emails or free text.
Meeting notes and transcription summaries
Turning a call transcript into notes, decisions and action items.
Classification and routing
Tagging, triaging or routing incoming items to the right queue or category.
Multi-step agent workflow
An agent that plans, calls tools across several turns, and completes a task end to end.
One limit worth stating
This models the inference bill and nothing else. It does not price the engineering time to build the feature, the work of handling the cases where the model is wrong, or the support load that arrives when a user gets a confident wrong answer. On conversational features that last cost is often larger than the tokens. So a feature that passes here has cleared one hurdle rather than all of them, and the honest next step is the one that names what else it would cost. That is what the Identify step is for.
FAQ
Questions about this tool
Next step
If the number came out uncomfortable and you would rather check the arithmetic against your real traffic than your estimate of it, that is a 30-minute conversation.