Built to protect. Here's how.
Detection, control, and integration, designed around the way you actually work.
What the detection actually catches
A multilingual BERT model, running entirely on your Mac. No API calls, no cloud inference, no data leaving your device.
23 entities in a two-page contract
Drop a document and the on-device model classifies every entity it finds: people, organizations, locations, emails, phone numbers, IBANs, dates, insurance IDs, and more. Each entity gets a type label and a confidence score.
The model handles mixed languages in the same paragraph. A German address next to a French name next to an English email. No pre-configuration. It just works.
Your level of control.
Some days you want speed. Other days you want to review every entity. RedMatiq adapts to you, not the other way around.
Quick Mode
Drop a document, get a clean file. RedMatiq auto-detects everything, applies pseudonyms, and exports. One step from raw to safe.
Review Mode
After auto-detection, review every flagged entity in the Privacy Inspector. Toggle individuals on or off, add manual redactions, adjust types. Your judgment has the final word.
Tune the confidence threshold
The AI model assigns a confidence score to every detection. Set the threshold lower to catch more edge cases (at the cost of more false positives). Set it higher to only flag entities the model is highly certain about.
The decision is yours: aggressive coverage or surgical precision. Adjust it per-dossier or per-workflow.
Work your way
RedMatiq fits into how you already work. Drag, drop, copy, paste, export. In both directions. Mac-native.
Drag and drop
Drag files from Finder into RedMatiq. Drag clean files out of RedMatiq into ChatGPT, email, or any app. The Mac way.
Export clean files
Export sanitized PDFs or Markdown. Structurally new files. No hidden author names, no edit history, no GPS coordinates, no deleted paragraphs.
Copy to clipboard
Copy the pseudonymized text and paste it directly into any chat window, email, or editor. Instant. No intermediate file needed.
Dossier management
Group related documents. Pseudonyms stay consistent across an entire case, project, or client. "Sarah Chen" is always "Laura Weber" in every file.
MCP Server. Your documents in any AI.
RedMatiq runs a local MCP server. Claude Desktop, Cursor, and any MCP-compatible tool can access your documents as context. Always redacted. Always local.
Documents as AI context
Instead of copy-pasting text, your AI assistant reads your dossiers directly through the MCP protocol. The content is pseudonymized in real time. The AI gets a structurally perfect surrogate. Your original data stays on your Mac.
Works with Claude Desktop, Cursor, Windsurf, and any tool that supports the Model Context Protocol. No plugins. No browser extensions. Just a local endpoint that speaks MCP.
- Zero configuration: Toggle it on. Point your AI tool at the local endpoint.
- Live sync: Change a redaction in RedMatiq, the AI sees the updated version immediately.
- Multi-document: Expose entire dossiers as context. The AI can cross-reference between files.
Ready to try it yourself?
macOS only. Free during public beta.