agents Data Context

Zero-Trust Security
for AI Agents.

Sanitize data before your autonomous bots consume it. Protect multi-agent workflows from leaking customer data or ingesting malicious prompt injections.

Systematic Privacy Risks

Autonomous Over-sharing

A customer service bot inadvertently sending a user's full account history to the OpenAI API for summarization.

RAG Prompt Injections

Malicious inputs tricking an internal HR agent into revealing salaries because the source Vector DB was not masked.

Multi-Agent Cascade Failures

One compromised agent leaking an unprotected database URL across a fleet of inter-communicating models.

Vector DB Sync: Raw Data Upload

Vector DB Sync: Tokenized [NAME_1] Object

100% LOCAL BROWSER INJECTION

Zero-Trust Operational Flow

Offline compliance methodologies for scalable data

01

Offline Staging

Load formats natively into edge memory.

02

Regex Enforcement

Execute deterministic entity detection locally.

03

Clean API Call

Safely interact with external models post-masking.

04

Key Reconstruction

De-tokenize dynamically returning context.

Regulatory Trust Framework

AI-Act (EU)

Satisfied

Verifiable bounds for AI agents

SOC 2

Satisfied

Agent architecture access controls

ISO 27001

Satisfied

Machine-to-Machine security

GDPR

Satisfied

Automated decision privacy constraints

AGENTS Intelligence Deep-Dive

Can I use PrivacyScrubber in my LangChain bot?
Our web interface handles manual workflows. We recommend replicating our 100% offline regex structure inside your specific Python/JS bot pipelines.
Do agents really pose a higher privacy risk?
Yes. Because agents chain outputs implicitly, a single unmasked PII leak in Step 1 gets proliferated exponentially across the internet by Step 10.
Does tokenization stop prompt injection?
Yes, heavily. By masking identifiers and locking deterministic inputs, attackers have far fewer semantic angles to trick the LLM into returning unauthorized data.

Ready to Defend Your IP?

Stop relying on APIs. Encrypt entities directly at the edge.

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