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AI PDF document summarizer workflow

PDF layout can hide the context needed for a reliable summary.

Check the extracted text before summarizing

Try selecting text from a paragraph and copying it into a plain-text editor. Check whether the words appear in reading order. A PDF may contain selectable text on some pages and images on others. For image-only content, obtain OCR through an approved tool and inspect the result before asking for a summary.

Repair layout problems deliberately

Two-column pages, repeated headers and sidebars can interrupt sentences when extracted. Reconstruct the order using the page image and keep captions beside their figures. For a table, preserve column headings and units with each row. Do not feed a detached column of numbers into a summary and expect the missing labels to be recovered reliably.

Example: a unit changes the meaning

Illustrative table heading: “Amounts in thousands”; row: “Equipment: 42.” Keep the raw value 42 together with the unit statement and page reference. Do not summarize it as 42 currency units. If you convert it to 42,000, record that conversion explicitly and verify that the heading applies to that table rather than the previous one.

Produce a summary with source locations

Summarize one coherent section at a time, retaining page references and unresolved extraction problems. Check tables and footnotes directly against the visible PDF. Distinguish the PDF viewer’s page number from a printed page label when they differ. A concise overview can omit supporting detail, but it should not omit limitations that change the conclusion.

Further reading

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