Automating multi-format PDF data extraction requires more than simple converters

Extracting structured data from hundreds of PDFs into Excel requires a multi-step pipeline, not just a converter tool. The process must first classify documents by format, as files may contain selectable text, scanned images, or mixed layouts. Optical Character Recognition quality depends on factors like contrast and layout complexity, according to the French National Library. Each extracted data point must remain traceable to its source document and page for verification. The approach involves routing documents appropriately, normalizing data, applying business rules, and flagging ambiguous cases for human review.
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