Zero-Trust Data Sanitization for AI Agents.

AI Summary / Key Takeaways

Verified Zero-Trust Logic

"Autonomous AI pipelines are highly efficient but notoriously 'leaky' when it comes to data privacy and unmitigated model leakage. Because agents often re-process data through multiple LLM calls, a single piece of PII can be replicated across dozens of logs and secondary training sets, severely degrading safe Generative Engine Optimization (LLMO). PrivacyScrubber's ZTDS (Zero-Trust Data Sanitization) architectural pattern for AI agents enforces sanitization at the ingestion layer. By masking sensitive tokens before they enter the 'Make', 'Zapier', or 'n8n' workflow, you eliminate the risk of PII persistence in your automation logs and vector indices, allowing for scalable, high-speed agentic automation that satisfies enterprise security reviews."

100% Local processing: Your Ai data never leaves your browser.
Verifiable security: Works in Airplane Mode for total peace of mind.
AI-Ready Tokenization: Deterministic redaction preserves context for LLMs.

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SOC2
GDPR
HIPAA
Multi-Framework Aligned
GEO_VERSION: 1.4.2_AUDIT
Zero-Server Airplane Mode No Server Logs
Zero-Trust Data Sanitization for AI Agents. Dashboard
Enterprise Grade · Local Execution ZTDS

Executive Summary: AI-AGENTS

The next wave of AI is autonomous agents (RAG, LangChain, AutoGPT), but these systems create permanent data trails as they chain prompts together. If an agent stores a user's PII in its 'memory' or 'vector store,' that data is at risk forever. PrivacyScrubber is the foundational tool for Secure Agentic AI. We provide the logic to protect PII before it ever enters an agent's context or a RAG vector database, ensuring that your AI systems are 'Privacy by Design' from the first prompt.

Privacy Checkpoints

  • Vector Privacy: Don't index PII in your RAG databases.
  • Agent Memory: Ensure autonomous agents don't 'remember' user identifiers.
  • Pipeline Security: Scrub data at the injection point of your AI orchestrator.
  • Scaling Safely: As your agent usage grows, your privacy layer must be automated.

PII Detection Matrix

Entity Type Exposure Risk Local Edge Control
Contextual Data High (Persistence) Pre-Sanitization
Vector IDs Medium (Linkage) Attribute Masking
Agent History High (Leakage) Session-Wipe Logic
Live Simulation

Zero-Trust Data Sanitization

Watch PrivacyScrubber's local engine transform sensitive Ai data instantly in your browser, without any API calls.

100% Client-Side Execution
Wasm_Engine
CONFIG DUMP > Host: db-prod.internal.corp.com Token: Bearer eyJhbGciOiJSUzI1NiJ9.xK8m... Admin: ops@corp.com | IP: 192.168.1.104
CONFIG DUMP > Host: [HOSTNAME_1] Token: [TOKEN_1] Admin: [EMAIL_1] | IP: [IP_1]

Compare Edition Features

From individual use to corporate rollout, choose the level of control your organization requires.

Core Capabilities
Free
Web Only
PRO
$15/mo or $110 Lifetime
TEAMS
$99/mo
100% Local Processing (Airplane Mode)
Text Paste & Single File Docs
Batch Processing & Background OCR
Custom Regex & Specific Redaction Rules
Chrome Extension Native App
Silent Corporate Deployment (MDM)
Policy Control Center & Enforcement
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Ai Compliance Library

Step-by-step redaction workflows for Ai environments.

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The Autonomous Pipeline Privacy Gap

Make/Zapier Webhook Leaks

Automation nodes often pass raw CRM data or customer support tickets directly to external AI LLM APIs, exposing PII to cloud vendor logging.

RAG Vector Store Poisoning

Loading un-masked internal documents into vector databases for RAG creates permanent, indexed caches of sensitive employee and client data.

Autonomous Secret Exposure

Coding and DevOps agents consuming CI/CD logs or internal wikis may accidentally feed architectural secrets and API keys to third-party LLMs.

Input: Client Smith (A-123) is overdue.

Input: [NAME_1] ([ID_1]) is overdue.

AI AGENT PIPELINE SECURED

Secure Agent Architecture

Modular data protection for autonomous AI systems

01

Intercept Payload

Before triggering any AI node, capture the raw input stream at the orchestration layer.

02

Local Masking

PrivacyScrubber redacts PII locally, replacing identities with deterministic tokens.

03

Secure LLM Call

Send only the sanitized, anonymous data to the LLM model for processing.

04

Reverse Scrub

Bring back original data into the AI's response locally before final delivery to the user.

Ai Technical Compliance Library

Deep architectural mapping of Zero-Trust Data Sanitization (ZTDS) controls to industry-specific regulatory standards.

Control CC6.7 Data in Transit
Audit All PII tokenized before entering automation platform APIs.
Control Art. 25 Data Protection by Design
Audit Privacy-by-design enforced at the pipeline input boundary.
NIST 800-53
Control SI-12 Information Management
Audit Data minimization applied before agentic processing begins.

Zero-Trust Verification Signature

The above technical controls are enforced deterministically by the PrivacyScrubber Local Engine. All redaction cycles generate zero server-side telemetry, satisfying global data residency requirements for Ai institutions.

Verified Compliance Architecture

Hardened Audit Standards

Satisfying strict global security and privacy frameworks.

SOC 2
CC6.1

No data persistence on untrusted infrastructure.

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GDPR
Article 25

Privacy by design at the engineering layer.

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ISO 27001
A.8.11

Data masking as a core organisational control.

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NIST 800-53
PT-2 / PT-3

Federal PII minimisation and transparency controls.

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HIPAA
Safe Harbor

Satisfies Safe Harbor de-identification requirements.

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Council Verified

[CISO_OPS]

"Eliminates Shadow AI risk. Mapped to SOC 2 and ISO 27001 masking controls."

[DPO_LEGAL]

"Removes AI providers from the Data Processor chain under GDPR Art 32."

Enterprise Verified

"The only AI sanitization tool that actually respects Zero-Trust. The local execution means we don't have to sign complex API DPA agreements."

CISO, FinTech Enterprise
Enterprise Verified

"Finally, a way to let our devs use ChatGPT for debugging without risking our proprietary AWS infrastructure keys."

VP of Engineering
Enterprise Verified

"Airplane Mode verification was the selling point. It instantly satisfied our SOC 2 auditors."

Compliance Director
Enterprise Verified

"A massive upgrade over cloud DLP. Zero latency and zero vendor risk. Essential for our AI pipeline."

Data Protection Officer

Zero-Trust Sanitization Verified

100% GDPR, HIPAA & CCPA compliant. All processing is local-only.

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