Intelligent Features for Maximum Privacy

A deep dive into how PrivacyBridge protects your data while enabling powerful AI workflows.

The Privacy Challenge

Why automated anonymization is difficult, and how we solve it.

The Ambiguity Problem

Is "Paris" a city or a person? Is "Jordan" a country or a basketball player? Automated models guess based on context, but they can't be 100% perfect. That's why relying solely on automation is risky.

Glass Box vs. Black Box

Most tools are "black boxes"—you feed data in, and hope it comes out safe. PrivacyBridge employs a "Glass Box" approach. We show you exactly what was detected, what wasn't, and let you verify the logic before anything is finalized.

Assistant, Not Automator

We don't promise 100% automated accuracy, because in privacy, 99.9% isn't enough. Instead of trying to automate everything, we provide a perfect workflow for human verification, making the last mile of privacy efficient.

Ready to modernize your privacy workflow?

Join the private beta and see the difference.

Local-First Architecture

Security starts with where the data lives. PrivacyBridge is architected to be "Local First."

  • Local OCR: Documents are parsed using IBM Docling running on your machine.
  • Local NLP: Entity detection uses optimized BERT models within the app.
  • Zero-Trust: No data leaves your device until you explicitly press "Send" on the chat.
Local Processing Interface

Smart Redaction & Consistency

Fix it once, updated everywhere. Our consistency engine ensures that if you mark "Project X" as sensitive, every occurrence is automatically caught.

  • Interactive Review: A clear table of every detected entity.
  • Consistency Propagation: Manually redact a word, and we'll find all other matches instantly.
  • Pseudonymization: Replace names with consistent codes like <PERSON_1> to preserve context for AI analysis.
Pseudonymization Example

Native Mac Experience

Built with SwiftUI and AppKit, PrivacyBridge feels instantly familiar and blazing fast.

  • Performance: Handles large documents (100+ pages) with 60fps scrolling.
  • Sanitized Export: Generate PDFs and Markdown that are visually identical but structurally new. We strip invisible metadata like author names, edit history, and deleted content that standard redaction tools often miss.
  • Drag & Drop: Seamless integration with Finder and your workflow.
Native Mac App Interface

Multi-Document Efficiency

Import entire folders or multiple files at once. PrivacyBridge automatically organizes them into dossiers, allowing you to apply consistent redactions across all documents in a single click.

  • Batch Processing: Handle hundreds of pages across multiple files simultaneously.
  • Dossier Management: Keep related documents together and share common entities.
Multi-Document Interface

Three View Modes

Don't guess what the output looks like. Switch instantly between three dedicated view modes to verify redaction at every stage.

  • Full Text: See the original document with highlighted entities.
  • Pseudonymized: Replaces PII with codes (e.g., <LOC_1>) to maintain referential integrity.
  • Anonymized: Completely blacks out sensitive information for final export.
View Modes

Granular Control

Privacy isn't one-size-fits-all. Configure the detection engine to match your specific needs.

  • Configurable Types: Toggle specific categories (e.g., enable "Medical Record Number" but disable "Date").
  • Multilingual Support: Process documents in English, German, Spanish, French, and Italian with native-level accuracy.
Configuration Settings

Supported Data Types

PrivacyBridge automatically detects and categorizes the following PII types:

Person Location Organization Email Address Phone Number Date & Time Credit Card IBAN URL Generic ID

What We Do Not Cover

Transparency means being honest about limitations. Here is what PrivacyBridge does not solve for you.

Inference Attacks

We redact explicit identifiers (names, IDs), but we do not analyze k-anonymity. A "35-year-old male dentist in Smalltown" might still be identifiable through deduction even if his name is removed.

Semantic Fingerprinting

We do not rewrite your writing style. Sophisticated stylometry analysis could potentially identify an author based on unique sentence structures or vocabulary choices.

Encrypted Files

PrivacyBridge respects file security. We cannot process password-protected PDFs or encrypted archives without the password being removed first.

Ready to modernize your privacy workflow?

Join the private beta and see the difference.