How blurgate.legal Works
Deterministic, regex-based PII detection that delivers 100% reproducible results. Same input, same output—every time. No AI, no guessing, just transparent pattern matching.
Why Regex, Not AI?
Our Approach
- 100% reproducible results
- Fully auditable for compliance
- No training data required
- Transparent decision making
- Fast, predictable performance
- No model drift over time
AI/ML Approaches
- Results vary between runs
- Black box decision making
- Requires training data
- Difficult to audit
- Higher compute costs
- Model drift over time
The 10-Step Process
From input to output, here's exactly what happens to your document
Input Text
Submit your document via web interface, API, or Office Add-in
Language Detection
System identifies the document language for optimal processing
Tokenization
Text is broken into tokens for pattern matching
Pattern Matching
Regex patterns scan for 50+ entity types
Context Analysis
Surrounding text improves detection accuracy
Confidence Scoring
Each detection receives a confidence score
Entity Classification
Detected items are categorized by type
Review Results
See all detections with positions and scores
Apply Anonymization
Choose your method: Replace, Redact, Hash, Encrypt, or Mask
Output Document
Download your anonymized document
MCP Server: Privacy-First AI Integration
How your data flows through the MCP Server to keep AI tools safe
AI Tool Request
Your AI tool (Cursor, Claude) sends a request containing PII
MCP Server Intercepts
Server analyzes and detects all PII entities
Anonymization
PII is replaced with tokens or redacted
AI Processing
AI receives and processes only anonymized data
Response Return
AI response comes back through MCP Server
De-tokenization
Optional: Original values restored for user
Real-World Example
Process payment for John Doe, email john@example.com, card 4532-1111-2222-3333What AI sees
Process payment for PII_PERSON_001, email PII_EMAIL_001, card PII_CREDIT_CARD_001What you get back
See It in Action
Try our PII detection and anonymization free with 200 tokens per cycle.