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AI-assisted document redaction

Document Redaction Studio

Time saved. Accuracy increased.

Prepare, inspect and finalise sensitive document packages in a controlled Windows desktop workflow. AI finds what needs attention; a reviewer keeps the final decision.

Compared with manual redaction, users redact up to ten times faster.

Document Redaction Studio editor showing detected values ready for a person to review
Actual product interface · Fictional demonstration document
Desktop controlledReasons visibleHuman final approvalRedactions burned in

The whole package

Find the sensitive values without losing the document around them.

Redaction Studio combines AI text recognition, visual detection and a high-clarity editor so reviewers can work through mixed document packages without treating every dark mark as equally trustworthy.

LOAN NUMBERSACCOUNT NUMBERSSOCIAL SECURITY NUMBERSBARCODES & QR CODESHANDWRITTEN NUMBERS

A reviewable workflow

From document package to final PDF—with a person in control.

  1. 01

    Open the package

    Load the document set and let AI text recognition prepare each page for review.

  2. 02

    Review every suggestion

    Inspect the box, its reason and its confidence. Add, remove or repeat a redaction when needed.

  3. 03

    Apply your rules

    Keep approved values visible or save a value that should always be hidden in future work.

  4. 04

    Finalize safely

    Create a new image-based PDF with redactions burned in and hidden document properties removed.

Built for the reviewer

Automation that shows its work.

The system accelerates the search. The editor makes the evidence, uncertainty and final choice visible.

01

Smart about what stays

Protect county and notary stamps while marking the loan numbers, account numbers, Social Security numbers, barcodes and other sensitive values around them.

02

Every box explains itself

Select a suggested redaction to see the value, entity type, confidence and the rule that put it there before you decide.

03

Teach it once

Never Redact keeps an approved value visible. Always Redact saves a value as a rule and applies it to the documents you open next.

04

Advanced editor

Draw a box, double-click a word or use Repeat Value to mark the same value on every page. Low Confidence shows reviewers where a difficult scan needs attention.

05

Audit-ready

A decision trace records what the scan considered, what it hid, what it left visible and why.

06

Tailored by you

Switch entity types on or off and manage your own Never and Always Redact rules without waiting on outside support.

The product in use

A clear path from opening a PDF to explaining every decision.

Connect your own OCR account, complete the work locally, then inspect the decision trace before finalising the document.

Document Redaction Studio start screen for opening and processing a PDF
01
Start locally

Open the PDF, use your connected OCR account and keep editing and finalisation on the computer.

Document Redaction Studio decision trace showing allowed and redacted values with reasons
02
Explain every outcome

The decision trace records each value considered, its action and the rule that decided it.

Product screens use fictional demonstration data.

Privacy by deployment

Your files stay yours.

Your documents never pass through Alchemy Loop servers. Page images go only to the services you connect, under your own accounts, and the rest of the work happens on your computer.

Finalised PDFs are rebuilt from page images, so nothing beneath a redaction can be copied or recovered.

YOUR COMPUTER→YOUR CONNECTED SERVICES→LOCAL REVIEW→FINAL PDF

Practical deployment

A desktop tool—not another platform project.

One Windows installation per user, with customer-controlled service accounts and a 10-day evaluation.

Runs on your PC

A single Windows 10 or 11 installation. No server, database or separate IT project.

Bring your own OCR

Connect your own cloud OCR account. Pages go directly from your computer to that account.

Bring your own detection key

An AI image model finds barcodes, QR codes and handwritten numbers while protecting county and notary stamps.

Optional AI audit

Switch on a second look before finalising, using your own selected AI provider account.

Keys stay encrypted

Service keys are protected on the computer and readable only by that Windows user.

Local evidence

Rules, editing, the decision trace and the final PDF remain on the PC.

Windows 10 or 11, 64-bit · Internet connection required for text recognition, detection and the optional audit · Prepaid page blocks do not expire

Product demonstration

See Document Redaction Studio in action.

Watch the full workflow from opening a fictional sample package through review, rule handling, the decision trace and the final PDF.

Narration uses an AI-generated voice. Documents shown contain fictional data.

DOCUMENT REDACTION STUDIO TOUROpen video

Document Redaction Studio

Ready to stop redacting by hand?

See Document Redaction Studio on your own documents.

Request a demo