01
Billing context
Stripe records can establish billing state and amounts for a defined period. They do not prove AI consumption.
REVORY · AI SaaS product preview
Understand your AI spend.
Follow the evidence.
REVORY is being built for AI SaaS founders to compare billing context, internal usage and provider cost in one explainable read. See how an attribution gap and a usage difference would be presented.
This is a public presentation with fictional data. Customer scans, source connections and purchases are not available yet.
Example read · August 2026
Aster AI
Billing
Invoice context
Internal ledger
8.64M tokens
Provider
USD 2,455.75
Reported spend without a reliable customer link
USD 615.25
Coverage gap in a fictional report. It is not confirmed loss.
Comparable provider versus ledger usage
+380,000 tokens
A calculated difference to review, not a monetary claim.
Three independent sources
A difference is useful when you can inspect why it exists.
The planned Integrity Scan reviews a closed period, explicit identity links and data quality before showing findings. Unmatched records remain visible. A provider total alone cannot establish customer-level margin.
02
Internal usage
Your product ledger records who used what. Missing or duplicated events remain a data-quality question.
03
Provider report
Provider usage and cost show what was reported. Shared projects do not identify a customer on their own.
What you can explore today
A sample report, with its limits in view.
The demo uses fictional data to show source context, attribution coverage and two narrow review items. It does not upload files, connect accounts, run a customer scan or charge a card.
Open the synthetic demo ↗