Features

Stop redacting documents by hand. Let AI do the heavy lifting.

PII Anomalyzer uses dual AI models to detect PII, paired with a manual draw-to-redact toolbar — so you catch everything, miss nothing, and never upload a file to do it.

Detection

Context-aware AI, not just regex

PII Anomalyzer runs two independent AI models on every scan and combines their results. The dual-model approach catches what single-model tools miss: "Jordan" is recognized as a person in one sentence and a country in the next.

Wide range of entity types detected automatically
Dual-model detection for higher accuracy
Pattern recognizers for US, UK, AU, and NZ postal formats
Surface form propagation — detect once, match everywhere
Form field PII detection for fillable PDFs

Entity Categories

Government IDs

Financial

Healthcare

Digital Presence

Travel & Transportation

Location

Insurance & Compliance

Contact Information

Organization & Work

Personal Identifiers

Assets & Devices

View all entity types ↓

Entity Reference

Built-in entity types

PII Anomalyzer detects personal identifiers, financial data, healthcare records, government IDs, and more — all using context-aware AI, not just regex.

Government IDs

US Social Security Number
US Driver's License
US Passport Number
Passport Expiration Date
Identity Card Number
Identity Document Number
National ID Number
Birth Certificate Number
Visa Number
Tax Identification Number
Brazil CPF
Brazil CNPJ

Financial

Credit Card Number
Credit Card Expiration
Card Security Code (CVV)
Credit Card Brand
Cryptocurrency Wallet
Currency Amount
IBAN
Transaction Number
US Bank Account Number
US ITIN

Healthcare

Health Insurance ID
Medical Condition
Medical License
Medication
National Health ID
UK NHS Number

Digital Presence

IP Address
MAC Address
Web URL
Username
Social Media Handle
Digital Signature

Travel & Transportation

Flight Number
License Plate
Reservation Number
Train Ticket Number
Vehicle Registration

Location

Address
Location
Postal Code
Facility

Insurance & Compliance

Insurance Policy Number
Insurance Provider
Registration Number

Contact Information

Email Address
Phone Number

Organization & Work

Organization
Student ID

Personal Identifiers

Person Name
Date / Time

Assets & Devices

Serial Number
Nationality / Religious / Political
Generic PII

Supported Formats

PDF

Native text, forms, scanned

DOCX

Word documents

XLSX

Excel spreadsheets

XLS / XLSM / XLSB

Legacy & macro-enabled

Plain Text

Paste or load directly

Scanned Docs

Built-in OCR (multiple engines)

Document Mode

Import any document, see results side by side

Import a PDF, Word document, or Excel spreadsheet. PII Anomalyzer auto-detects the document type — native text, fillable form, or scanned image — and applies the right processing pipeline. A side-by-side viewer shows the original next to the de-identified version with native vector PDF rendering. New to this? Follow the step-by-step guide to redacting a PDF.

Auto-detects PDF type: native, form, or scanned
Non-PDF formats converted automatically
Side-by-side original vs. de-identified view
Coordinate-aware text processing
Built-in OCR for scanned documents

De-identification

Four ways to protect sensitive data

Choose the right method for your workflow — from permanent removal to non-destructive annotation.

Redact

Black boxes permanently cover PII. The underlying text is removed from the PDF layer — gone for good.

Destructive

Replace

Numbered identifiers like <<PERSON1>> replace the original text. A legend page is appended for reference.

Destructive

Highlight

Semi-transparent overlays in entity-specific colors mark detected PII for review — non-destructive.

Non-destructive

Mask

Character-level replacement that preserves text length while hiding the value.

Destructive

Draw-to-Redact

Manual precision for what AI misses

Handwritten text, logos, signatures, and visual PII in images — some content needs a human eye. Draw redaction rectangles directly on the PDF, resize with drag handles, and nudge with arrow keys for pixel-perfect placement.

Select, Draw, Delete, and Clear All toolbar modes
Click-and-drag to create redaction boxes on any page
Resize by dragging edges, nudge with arrow keys
Always renders as solid black — explicit "remove this" intent
Persists between de-identification runs for iterative refinement
Zoom-independent — coordinates stored in PDF points

Toolbar

Select

Click to select, drag to move

Draw

Click and drag to create redaction boxes

Delete

Remove selected rectangle

Clear All

Remove all rectangles

Batch Processing

Process multiple documents at once

Queue multiple documents for processing in a single workflow. Each document gets its own de-identified output, modified PDF, and results table — combined into a single exportable dataset.

Re-identification & Export

De-identify, share safely, translate back

Export a de-identified document using the Replace method, share it with AI tools or external reviewers, then use re-identification mode to translate their responses back to the original context. You can also use it to verify redactions before final release. Export de-identified text, results tables (XLSX), and modified PDFs.

.txt De-identified text

.xlsx Results table with entity type, confidence, method

.pdf Modified PDF with redactions applied

Privacy by Design

100% offline PII detection, redaction, and anonymization.

Every AI model, every algorithm, every computation runs on your machine. No document data leaves your computer. No telemetry, no analytics, no usage data sent back to us. There is no server holding your documents because there is no server.

Offline processing

Detection, redaction, and anonymization work without an internet connection

All models bundled

NLP and OCR engines ship with the app — nothing to download separately

No telemetry

No analytics, no usage data leaves your machine

See it in action

Download the free trial and start detecting PII in your documents today.

Start Your Free 7-Day Trial View Pricing

7-day free trial · $249/year · Windows & macOS