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How to Redact Scanned PDFs and Image Documents Before Using AI

2026-01-30

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How to Redact Scanned PDFs and Image Documents Before Using AI

Not all PDFs are created equal. A "native" PDF generated from a word processor contains selectable, searchable text. A scanned PDF is essentially a collection of images — photographs of paper pages with no underlying text layer.

This distinction matters enormously for redaction, because text selection-based redaction tools can't operate on pixels. Scanned documents require a different approach.

Why Scanned Documents Are Harder to Redact

When you scan a paper document, the resulting PDF contains bitmap images of each page. There's no text data for a redaction tool to detect, select, or remove. The characters you see are just patterns of pixels, indistinguishable (to the software) from any other part of the image.

This means auto-detection features that identify email addresses, phone numbers, and SSNs by analyzing text patterns won't work on scanned documents without an OCR (Optical Character Recognition) step first. And even with OCR, the extracted text coordinates must be mapped back to the image precisely for redaction to cover the right areas.

The OCR-Then-Redact Workflow

Some advanced redaction tools run OCR on scanned documents, extract text with positional data, and then apply text-based redaction. This works well when OCR quality is high, but it introduces error potential — misrecognized characters can cause PII patterns to be missed.

For critical documents, relying solely on OCR-based auto-detection is risky. A human review step is essential.

Manual Redaction Tools for Scanned Documents

For scanned PDFs and image-based documents, manual redaction tools provide direct control:

Box tool: Draw precise rectangles over any area of the page. The box creates an opaque overlay that, when exported, permanently replaces the underlying pixels. Use this for structured content like address blocks, table cells, or clearly bounded text regions.

Marker tool: Paint over content with a brush-style tool, similar to using a physical marker on paper. This is useful for irregular-shaped content, handwritten notes, signatures, and content that doesn't fit neatly in a rectangle.

Both tools in Redact First produce permanent redactions in the exported PDF — the underlying image pixels are replaced, not just covered.

Image PDF Export: The Nuclear Option

For maximum security with scanned documents, exporting as an Image PDF fully rasterizes every page. The entire document is flattened into pixel data with redaction regions permanently baked in. There's no text layer, no metadata, and no hidden content — just images.

This approach is also valuable for native PDFs containing highly sensitive information. By rasterizing the entire document, you eliminate any possibility of hidden text surviving beneath redaction overlays.

The tradeoff is that the resulting PDF is not searchable and has a larger file size. For most privacy-critical use cases, this is an acceptable exchange.

Best Practices for Scanned Document Redaction

Zoom in. Scanned documents often have small text that's hard to see at default zoom levels. Zoom in to ensure your redaction marks fully cover the target content with no edges exposed.

Overlap slightly. When drawing boxes or using the marker tool, extend slightly beyond the edges of the content you're redacting. This accounts for any imprecision in placement and ensures no partial characters are visible at the margins.

Check every page. Scanned documents often contain PII in unexpected locations — headers, footers, stamps, handwritten annotations, or fax transmission headers at the top of pages.

Don't forget the backs. Double-sided scanned documents may include bleed-through from the reverse side, especially with thin paper. Check for any legible content from the other side of the page.

Export and verify. After exporting, open the redacted file and verify that all intended redactions are properly applied and no content is visible at the edges of redaction marks.

Common Scanned Document Types Requiring Redaction

Medical records are frequently scanned from paper and contain patient names, dates of birth, diagnoses, and insurance information on every page.

Legal filings including court documents, depositions, and exhibits are often scanned. They contain party names, addresses, case numbers, and potentially SSNs.

Historical records and archived documents that have been digitized may contain decades-old PII that's still protected under privacy regulations.

Tax forms and financial documents received by mail and scanned for digital processing contain SSNs, account numbers, and income figures.

Identity documents like passports, driver's licenses, and ID cards that have been scanned contain nearly every category of PII in a single image.

The AI Use Case

AI tools are increasingly capable of processing scanned documents, especially those with OCR capabilities built in. When you upload a scanned PDF to an AI chatbot, the AI may run its own OCR to extract text — meaning all the PII in the scanned image becomes processable text on the AI provider's servers.

Redacting scanned documents before AI upload is just as important as redacting native PDFs. The format of the original doesn't reduce the privacy risk.


Redact First includes box and marker tools for scanned documents, plus image PDF export for maximum security. Everything runs in your browser.