Commitment Control for India-first AI companies

Vognary

Before the commitment.
A clear human decision.

The decision desk

Model API vendor (placeholder)Engineering lead (placeholder)

INR 4,80,000Assumption

One-month inference-capacity reservation before a customer launch

outside policy — per charge limit exceeded. A rule cannot approve this. A person has to.

Synthetic demonstration

Policy gives context. Only you authorize.

One decision. A lasting record.

The cap stays put.
The evidence speaks.

A proposed amount is not a bill. A policy result is not approval. Your recorded decision keeps its original cap when later evidence arrives.

RequestedApprove with a lower cap

INR 4,80,000AssumptionINR 3,60,000Frozen by Finance owner (placeholder)

“Customer launch capacity only; revisit before the next cycle.”

over cap against the cap that was frozen. The cap did not move.

Synthetic demonstration

Six synthetic records, computed by the product's policy and reconciliation engines. Not customer activity.

Model API vendorDecide now · Engineering lead · todayINR 4,80,000Assumptionoutside policy
Cloud region failover capacityReview request · Platform engineer · todayINR 2,40,000Assumptionreview required

Observability capacityLink evidence when the invoice arrives · Platform engineer · 5 daysINR 2,00,000Capwithin policy
Vector database vendorInspect the overrun · Engineering lead · 26 daysINR 1,95,000Observedover cap

Security assessment firmClosed — inspect the evidence · Operations lead · 31 daysINR 3,00,000Observedmatched
Launch campaign vendorClosed — refused · Growth lead · 6 daysINR 6,50,000AssumptionDeclined

A person, not a threshold.
No automatic approval or decline. No purchasing, provisioning, cancellation, or money movement.
Evidence, not invented certainty.
Assumptions stay labelled. Unknown stays unknown. Financial facts point back to their source.
Access, with a boundary.
No bank passwords. No mailbox access. Real customer financial data stays blocked until independent security assessment and retest are complete.

For a named finance owner

INR 14,999One-time, no automatic renewal