Enterprise Batch Protection: Scaling Your Privacy
Massive Scale, Zero Compromise
The Problem
When preparing datasets for LLM training or RAG (Retrieval-Augmented Generation) pipelines, you often have thousands of documents to sanitize. Running these through a cloud API is not only expensive but creates a massive data breach surface. Organizations need a way to scrub bulk data at the source.
How It Works
Select Folder
Drop up to 500 files into the browser. The engine maps them in a virtual workspace.
Parallel Scrub
Multiple Web Workers process your files in parallel for maximum speed.
Secure Download
Download a single ZIP containing all your sanitized files instantly.
How This Feature Improved Workflows
Simple Explanation: How Parallel Scrubbing Works
Think of Batch Mode like having 10 assistants working on your files at once instead of just one.
Multithreaded Execution
When you drop a folder, PrivacyScrubber spins up "Web Workers"—small independent engines in your browser. Each worker takes a file, scrubs it, and hands it back. This prevents your browser from "freezing" even with massive amounts of data.
The Data Pipeline Optimization
For data science teams, 'Batch Protection' is the first step in the Secure Data Lifecycle. By redacting datasets locally before they ever touch an S3 bucket or a vector database, organizations eliminate the risk of accidental exposure during the 'Ingestion' phase of their AI strategy.
Feature Reliability & Audit
This enterprise feature is powered by our Local-First Sanitization Engine. Unlike legacy cloud DLP tools, PrivacyScrubber processes your Enterprise Batch Protection: Scaling Your Privacy logic 100% within your browser's V8 sandbox. This architectural decision ensures that even the most complex detection patterns never expose raw data to an external API.
Airplane Mode
Verified feature operational integrity without network connectivity.
Frequently Asked Questions
What file types are supported in Batch mode?
We currently support .txt, .docx (Word), .csv, and .json. PDF batching is available in the Enterprise tier.
Is there a limit to how many files I can scrub?
The PRO tier supports up to 500 files per batch. For larger datasets, we recommend our CLI-based Enterprise solution which can handle millions of records.
Does the structure of my files change?
No. PrivacyScrubber preserves the original file structure, only swapping the sensitive text strings for tokens. Your CSV columns and Word formatting remain intact.
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