For long PDFs, the goal should not be a generic summary alone. Define the fields, dates, amounts, risks or business questions you need first.

AI should return structured results with evidence so reviewers can jump back to the relevant page or passage. This is more useful than a single long summary.

For scanned PDFs, validate OCR quality first. For important documents, exception-based review saves time while preserving control.