Product/VAI
Intelligence that reads your own ledger.
Agents that read your live records and act only inside limits you set.
Grounded in live records·Role-scoped·Every step logged
ACTING · UNDER A LIMIT
Accounts payable agent
- 01RetrieveThree documents read
- 02ReasonLines match, price within tolerance
- 03ActMatched, payment not released
- 04RecordWritten to the invoice
ILLUSTRATIVE EXAMPLE · DOCUMENT NUMBERS AND LIMITS ARE SAMPLE VALUES
The ceiling/01
Move the value. See who acts.
Invoice value4,200
▲ CEILING
Retrieve
Reason
Act
Record
Matched and released, inside its ceiling· written to the invoice either way
ILLUSTRATIVE · THE CEILING SHOWN IS A SAMPLE, YOURS IS SET PER AGENT
What is inside · 22 features/02
5 areas. Pick one.
Where an answer comes from, and how you check it.
Live records, not a snapshotPermissions applied at retrievalCited answersStructured and unstructured togetherSays when it does not know
How it runs/03
Four steps, in order.
The facts/04
What an architect checks.
Model hosting
Hosted, your cloud tenancy, or open weights on your hardware
Training
Your data is never used to train a shared model
Retrieval
Live records, row-level permissions applied before inference
Citations
Every answer names and links the documents behind it
Limits
Value, period, and document-type ceilings per agent
Audit
Reasoning written to the touched document, replayable
Failure mode
ERP continues; agent work queues rather than blocking
Residency
Same region as the data, where scoped
Where it stops/05
What it will not do.
There is no configuration in which an agent has unbounded authority. If you want that, this is the wrong product.
Next step