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Documentation Index

Fetch the complete documentation index at: https://docs.manka.tz/llms.txt

Use this file to discover all available pages before exploring further.

Welcome to the Manka API by Black Swan. Manka equips Financial Service Providers with user-friendly tools for precise credit risk and financial health evaluations. The API exposes two primary capabilities:

Bank Statement Analysis

Submit a PDF and receive credit scoring, fraud signals, and 300+ extracted data points.

Transaction Extraction

Parse a PDF and get the raw transaction list with account metadata.

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Base URL

All requests are made against: 
https://api.manka.ai/v1/api

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How it works

1

Get an API token

Generate a token from the Manka dashboard under Settings → Access Tokens.
2

Submit a statement

POST a PDF to /analysis (async) or /transactions (sync).
3

Receive results

Async jobs deliver to your callback_url and can also be polled at GET /analysis/:task_id.

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What you can build

  • AI credit scoring — assess affordability and risk in seconds
  • Fraud detection — flag tampered statements before disbursing
  • Financial analysis — extract 300+ data points per statement for downstream models and dashboards
Black Swan is a registered Data Controller with the Personal Data Protection Commission of Tanzania (Registration Number 0-000-000-049, issued 24 May 2024) and is fully compliant with the Personal Data Protection Act, No. 11 of 2022.