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.
Base URL
All requests are made against: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.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.