Finance & Payments
Payments
Masked card payments: brand, last 4 digits, amount, processor reference. PCI scope — full PAN must NEVER be imported, only the last 4 digits.
Schema
Fields
7 canonical fields with multilingual hints and field-level validators. Any source column that resolves to one of these is mapped automatically by the cascade.
| Column | Type | Required | Hints / validators |
|---|---|---|---|
card_last4 | string | yes | kartennummer letzte 4 · derniers 4 chiffres · ultime 4 cifre · last 4 · últimos 4 · regex (^\d{4}$) |
card_brand | enum | — | kartentyp · marque de carte · marca carta · card brand · marca de tarjeta |
amount | number | yes | betrag · montant · importo · amount · importe |
currency | string | yes | währung · devise · valuta · currency · moneda |
status | enum | — | status · statut · stato · estado |
processor_ref | string | — | referenz · référence · riferimento · reference · referencia |
captured_at | date | — | buchungsdatum · date de capture · data di addebito · fecha de captura |
Sample
Example data
8 rows, masked card data (last 4 only). Fully synthetic — safe to share, commit, and run in CI.
Download the fixture and drop it into the Workbench, or POST it straight to the API to watch the cascade resolve a real, deliberately-messy header row.
payments_sample.csvpayments_v1Try it
Use it
Map a file to this template with one call. The cascade resolves most columns for free on the deterministic layers; only the leftovers reach the metered LLM.
POST the file with template=payments_v1 to /v1/uploads. Schema-only mode sends only headers plus a few clamped sample rows; full-data mode runs row-level AI in-region under a BAA and spends a few tokens per map from your prepaid wallet.
curl -X POST https://api.adaptivmapr.com/v1/uploads \
-H "Authorization: Bearer $ADAPTIVMAPR_API_KEY" \
-F "file=@payments_sample.csv" \
-F "template=payments_v1"Drop AdaptivMapr into Cursor or Claude Desktop and call the same cascade as an MCP tool. Schema-only calls leave only column names and a few clamped samples — a data-minimization mode by design.
adaptivmapr.match_headers({
template: "payments_v1",
headers: ["first_name", "last_name", /* ... */]
})Compliance
Full-data on this template
Ready when you are
Put payments in production — without shipping raw records.
Spin up a key in minutes. Schema-only mapping runs on the free deterministic cascade; a $10 prepaid wallet covers the metered layer when you need it.