Revenue & AI Margin Integrity · Preview
Understand your AI spend.
Follow the evidence.
Bring your Stripe export, internal usage ledger and provider report. See which spend has a customer link, where usage differs, and what needs a closer look.
CSV/XLSX first · Read-only evidence · No call required
Development preview; sample data and test purchases only.
Aster AI · August read
Synthetic exampleStripe
Billing context
Internal ledger
8.64M tokens
Provider
USD 2,455.75
Attribution coverage
74.94%
USD 1,840.50 linked to a confirmed exclusive project.
Spend without a customer link
Observed · coverage gap
USD 615.25
Usage that doesn't reconcile
Calculated · review metering
+380,000 tokens
A financial read you can inspect
Three sources.
One explainable read.
Provider totals rarely explain who consumed the spend. Internal ledgers can miss events. REVORY puts the evidence in the same period and keeps ambiguity visible, so you can decide what deserves investigation.
01
Bring a closed period
Upload one export from each source. Preview columns and excluded rows before storing evidence.
02
Confirm customer identity
Review exact customer and project IDs. Shared or conflicting projects keep their uncertainty.
03
Follow each difference
Open the calculation, source records and limitations. Take an evidence report back to your team.
Start with one useful read
A scan with a defined scope.
An answer with a paper trail.
The first scan focuses on reported AI spend without customer attribution and usage differences between your ledger and provider. Revenue stays visible as context. Monitoring follows paid customer validation.
Explore the full synthetic reportIntegrity Scan · Test offer
$99
USD · one time
Price hypothesis in development. One report for one closed period.
- ✓Three reviewed source exports
- ✓Customer identity and attribution coverage
- ✓Usage differences with calculations and evidence
- ✓JSON evidence report and CSV findings
One-time test purchase · No subscription starts.