Extracting Clean Excel Tables From PDFs Using Python + Docling
PDFs remain the most widely used format for distributing structured reports — financial statements, regulatory filings, research documents, fund fact sheets, and more. Yet despite their structured appearance, PDFs are not machine-readable. Extracting tables reliably is famously error-prone and often requires hours of manual cleanup.
This is especially true in finance and enterprise environments where analysts rely on Excel for modeling and reporting.
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