Automatic reading of payment confirmations
A pipeline that reads and validates data from bank documents with different layouts, formats and quality.
Problem
Documents from different banks varied in layout, format and quality. Manually entering dates, amounts, accounts, sender and payment title was slow and error-prone.
Solution
A text-reading and OCR pipeline combines rules with validation. Results are mapped to a shared model, while uncertain cases go to human verification rather than producing falsely confident data.
Result
The solution provides a consistent data structure regardless of document appearance. Detailed metrics are not published without client confirmation and approval.
Result
A shared, validated data model with handling for cases that need verification.
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