Finance / Project story
Bank statements, made usable.
A configurable OCR and language-model workflow that converts supported bank statement formats into structured data.
The challenge
A consistent view of financial documents.
Bank layouts vary, making transaction extraction and spreadsheet preparation repetitive work for analysts.
PaddleOCR · Language models · Docker
The approach
How the workflow comes together.
- 01
Recognise the layout
Use bank-specific configurations to interpret supported statement formats.
- 02
Extract transactions
Combine PaddleOCR and language models to organise document fields and transaction rows.
- 03
Review and export
Present the data in a dashboard and provide JSON, CSV and Excel outputs.
Project scope
Built for the task.
This story describes an individual project. Scope and results depend on the inputs, environment and requirements of each implementation.
- Bank layout configurations
- Transaction data
- JSON, CSV and Excel
- On-premises Docker deployment
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