About

Commitment Control, built around evidence

Vognary is built for India-first, 5–100 person AI-native companies that need a named human to authorize a new obligation before it exists, then prove later spend against that frozen cap. It starts with receipts and invoices the company already has. Recovery remains the evidence foundation; Control is the authorization desk.

Evidence before inference

Important amounts, dates, changes, and expected charges remain tied to billing evidence the user intentionally provides. When the evidence cannot support a financial fact, Vognary leaves it unknown instead of filling the gap with a plausible answer. Proposal amounts are labeled as user-entered assumptions until later receipts prove an outcome.

A decision before the obligation

Commitment Control records a proposed spend, cited existing exposure, and versioned policy, then a named owner or admin authorizes, caps, or declines. Policy annotates. It never auto-approves, auto-denies, purchases, or moves money.

Memory without pretending

A saved workspace can remember cited evidence, frozen caps, and later reconciliations. Missing evidence is still unknown. An authorization is not proof that money was spent. A declined proposal is not proof a vendor was cancelled.

The loop no dashboard replaces

  1. Cite a bill you already have.
  2. Propose the next spend as an assumption.
  3. Policy annotates existing exposure. It does not decide.
  4. A named owner or admin freezes a cap, or declines.
  5. Later receipts are compared to that frozen cap.

What Vognary does not claim

Vognary is not a bank feed, mailbox-wide scanner, budgeting suite, procurement platform, or autonomous cancellation service. It does not ask for bank passwords, cancel vendors, or move money. Public examples demonstrate product behavior; they are not customer records, savings claims, or evidence of traction. Current control status and known limitations remain published on the security page.