Built for teams that buy AI
from many places.
One balance, request-bound spend, and signed receipts change how AI-heavy teams budget, attribute, and control cost across providers.
Six places AIU pays off first.
RAG products
Embeddings, reranking, and generation billed from one balance, routed cheapest per step.
Agentic tools
Request-bound authorization caps and meters runaway agent spend before it happens.
Document processing
OCR and parsing at page rates, batched across providers for throughput.
Call centers
Realtime inference with a fixed budget and cost attribution per queue.
Research groups
Move budget between models and providers without negotiating new contracts.
Private / on-prem
Keep sensitive jobs on audited or local providers — same wallet, same receipts.
Two scenarios, end to end.
Cap an agent before it caps you.
An agent platform gives every run a request-bound authorization. The agent can call tools and models freely — but never beyond the AIU locked for that run.
- Per-run spend ceiling, enforced by the quote
- Signed receipt for every step and tool call
- Cost attribution back to the customer or workspace
Batch OCR across whoever's cheapest.
A back office runs millions of pages. AIU spreads the batch across providers by rate-feed preview, keeps sensitive docs on the EU-private tier, and returns one itemized, signed bill.
- Cheapest-first routing for non-sensitive pages
- Residency tier pinned for regulated documents
- One exportable settlement log for finance
Find your use case.
Tell us how your team buys AI and we'll map it to the ledger.