id: kontomatik-transaction-labeling
name: Kontomatik Transaction Labeling
description: |
  Categorize and tag bank transactions (salary, rent, utilities, etc.) using
  Kontomatik's ML labeling. Supports both imported AIS/PDF transactions and
  external transactions submitted by clients.
provider: kontomatik
api: kontomatik-data-analysis-api
operations:
- operationId: getLabeling
- operationId: labelExternalData
inputs:
- name: ownerExternalId
- name: transactions
  description: For external labeling, the array of transactions to categorize.
outputs:
- name: labels
- name: category
- name: confidence
tags:
- TransactionLabeling
- Categorization
- MachineLearning