Zero-Trust Data
Masking & Redaction.
Implement advanced tokenization, redaction, and obfuscation for structured data. Prevent data leakage while preserving semantic context for LLMs. 100% Local.
Supports All Major Data Formats
Structured Data Risks
PII Leakage in Metadata
JSON and CSV exports often contain hidden identifiers or detailed customer metadata that is easily overlooked during manual redaction.
Accidental API Key Disclosure
Log files frequently capture authorization headers, bearer tokens, or API keys that shouldn't be shared with external AI platforms.
{ "user_email": "john@example.com" }
{ "user_email": "[EMAIL_1]" }
Zero-Trust Data Workflow
Sanitize complex formats before AI ingestion
Import File
Upload CSV, JSON, or TXT logs into the local browser sandbox.
Local Masking
Structural attributes stay, but identities are replaced with tokens locally.
AI Analysis
Send sanitized data to AI for code debugging or data analysis.
Reverse Scrub
Swap tokens back for original data labels locally in your final export.