Trust
Autonomy your security team can sign
AI that touches enterprise data has to be governable, provable, and reversible — not as a promise in a deck, but as behavior you can test on day one. These are the guarantees Kaarvi is built to keep, on every action, for every user.
The guarantees
Six promises, built in
Nothing changes without a yes
Anything that would change your data shows you exactly what will change first — the rows, the violations, the consequences — and waits for approval. The only ways past that preview are ones you authorized yourself: a standing grant you signed, or a low-risk change with a proven one-sentence undo.
Answers are checked before you see them
Every answer is verified against your source data, independently of the work that produced it. And when Kaarvi cannot stand behind a number, it says so with the reason — it refuses rather than bluffs.
Every act leaves a receipt
What ran, what it read, what it cost, who approved it, and how to reverse it — on the record, inspectable by your auditors. The record cuts both ways: Kaarvi can neither deny what it did nor claim what it didn’t do.
Spend is bounded before it happens
One meter with hard limits by default: when included usage runs out, work pauses and your usage view shows exactly what was spent — nothing bills behind your back. Work you delegate runs under a budget you granted; when it runs down, renewal comes back through you, never a silent charge.
Undo is designed in, not promised
Reversibility is engineered and tested, not asserted: for changes that can be undone, undo is a sentence. And where an act is genuinely irreversible — a deletion, a sent message — Kaarvi tells you so before it acts, never after.
Autonomy is earned, never assumed
Kaarvi starts by watching and proposing. Anything that runs standing is something you set up and can stop — schedules you created, grants you signed, each scoped and revocable — and the deeper autonomy grows only on evidence you’ve seen, with you signing every promotion.
The floor beneath the guarantees
Enterprise controls on every path
- Tenant isolation enforced on every agent turn — designed so one customer’s data never reaches another’s answers.
- Role-based access on every skill, with column-level masking policies your admins govern — people see what their role permits, including in AI-composed replies.
- Single sign-on (OIDC) with enforced-SSO domains, and a complete audit log.
- Organization-wide spend limits, set by your admins, honored everywhere.