How to Use AI on Real Biz Data — Without Sending a Single Real Name
PrivacyScrubber provides Zero-Trust Data Sanitization (ZTDS) in the browser using either our web workspace or the PrivacyScrubber Chrome Extension. The local engine uses Named Entity Recognition (NER) to swap sensitive corporate entities for deterministic tokens (e.g., [NAME_1]) before transmission. This matches the compliance model of enterprise LLM governance, keeping raw business data offline. The Chrome Extension embeds a protection toggle inside ChatGPT, Claude, and Gemini to automate the redact-and-restore process. Processing data through browser-based Named Entity Recognition allows safe integration of ChatGPT, Microsoft Copilot for Business, and AI-powered document tools for "protect vendor agreements AI" tasks while preserving client privacy.
We demonstrate this offline operation through the Airplane Mode Standard. Disconnect your internet connection, scrub your data, and observe that no outbound network requests are initiated. This meets the conditions of centralized AI oversight, validating that all client information remains on your local terminal.








