Use cases
Where it pays for itself
Three shapes of product, three measured results. Each one runs live in the playground — no account needed.
Agents & multi-agent systems
Every tool call comes back with pages of output the next step barely reads.
See the case → −75%Support assistants
The whole help centre goes into the prompt because nobody knows which article answers the ticket.
See the case → −95%Questions about documents
A contract, a report, a policy — read in full to answer one narrow question.
See the case →Measured on the example inside each page, default profile. Your documents will differ — that is what the playground is for.
How it connects — whatever you are building
One base URL. Your provider key stays yours, and the reply comes back in the shape you already parse.
- Documents
- Retrieved chunks
- Tool output
- Chat history
- Your question
Keeps the parts your question needs, drops the rest, forwards one call to your provider on your key.
- The model's answer
- Standard JSON
- Streaming
- Tool calls
- Token counts
Not sure which one you are?
Paste your own material and see the answer both ways.
Talk to us
- Connect it — we'll get it running against your traffic and check the numbers with you.
- Fit it to you — closed network, unusual documents, a shape we don't handle yet.
- Build it — no product to connect yet? Our partners build it, we make it cheap to run.
Usually a reply the same working day.