Core
Transactions
Payment / ledger transactions: amount, currency, status, customer linkage.
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 |
|---|---|---|---|
id | string | yes | — |
amount | number | yes | betrag · montant · importe · amount |
currency | string | yes | währung · devise · moneda · valuta |
status | enum | — | status · statut · estado · stato |
customer_id | string | — | kunde · client · cliente |
created_at | date | — | — |
description | string | — | beschreibung · description · descripción · descrizione |
Sample
Example data
8 rows, DE headers, multi-currency ledger. 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.
transactions_sample.csvtransactions_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=transactions_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=@transactions_sample.csv" \
-F "template=transactions_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: "transactions_v1",
headers: ["first_name", "last_name", /* ... */]
})Ready when you are
Put transactions 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.