Enterprise AI Security

Enterprise AI Data Protection: Corporate LLM Security Solution

As enterprises rapidly adopt LLMs across departments, the risk of sensitive data leakage grows exponentially. AI Privacy Gateway provides an on-premise, zero-trust data protection layer for all AI API traffic — masking PII, credentials, and business-critical data before it reaches any LLM provider.

TL;DR: AI Privacy Gateway is an enterprise-grade privacy proxy that sits between your organization and AI API providers. Deploy on-premise with Docker or Kubernetes, mask PII across all LLMs, audit every API call, and enforce data governance policies — all without modifying your existing applications.

The Enterprise AI Data Protection Challenge

Organizations deploying AI across their workforce face a unique set of data protection challenges that consumer-grade solutions cannot address:

1

Data Governance Blind Spots

When multiple departments use different AI tools (ChatGPT, Claude, Cursor, internal APIs), IT and security teams lose visibility into what data leaves the organization through AI prompts.

2

Compliance Across Jurisdictions

Enterprises operating in multiple regions must comply with GDPR in Europe, PIPL in China, CCPA in California, and LGPD in Brazil — each with different requirements for data transfer and processing.

3

Shadow AI Adoption

Employees bypass IT-approved tools and use personal accounts for AI assistants, creating unauthorized data flows that security teams cannot monitor or control.

4

Vendor Lock-In Risk

Building data protection into a single AI provider creates dependency. Enterprises need a provider-agnostic solution that works across OpenAI, Anthropic, DeepSeek, Google, and Azure.

Enterprise Architecture Overview

AI Privacy Gateway is designed as a transparent, stateless proxy that integrates into your existing network architecture without requiring changes to your applications or workflows.

Employees
& Apps
Internal
Load Balancer
Gateway
Cluster (N nodes)
AI API
Provider
✓ Horizontal scaling ✓ 10K+ QPS per instance ✓ Centralized audit logging

Key Enterprise Features

On-Premise Deployment

The gateway deploys entirely on your infrastructure — bare metal, VM, Docker, or Kubernetes. No data ever leaves your network for the masking engine. The encrypted vault stores PII mappings locally with AES-256-GCM encryption:

Unified Policy Engine

Define data protection policies centrally and enforce them across all AI API traffic:

Enterprise Audit Logging

Sample Audit Log Entry (JSON)
{
  "timestamp": "2026-06-21T10:30:00Z",
  "client_ip": "10.0.1.42",
  "target_llm": "openai/gpt-4",
  "user_agent": "Cursor/0.45",
  "entities_detected": {
    "email": 2,
    "phone": 1,
    "api_key": 1
  },
  "action": "masked",
  "request_size_bytes": 2842
}

All masking events are logged with full metadata for compliance reporting. Logs can be exported to your SIEM via syslog, JSON file, or HTTP webhook.

Enterprise Performance

AI Privacy Gateway is designed for production-scale workloads:

Compliance Coverage

The gateway helps enterprises achieve compliance with major data protection regulations:

GDPR Data minimization (Art. 5), transfer safeguards (Art. 44-49)
HIPAA PHI masking for healthcare AI use cases
PIPL Data minimization, cross-border transfer compliance
CCPA Consumer data protection and disclosure readiness
SOC 2 Audit logging and access control for SOC 2 compliance
PCI DSS Payment data masking for AI-assisted customer support

Deployment Options

Docker (Single Instance)

Quick Start
docker run -d \
  --name ai-privacy-gw \
  -p 9999:9999 \
  -v ./vault_data:/app/vault_data \
  -e LOG_LEVEL=info \
  -e AUDIT_LOG=syslog \
  ghcr.io/gunxueqiu6/ai-privacy-gateway:lite

Kubernetes (Production)

Helm Deployment
helm repo add ai-privacy https://gunxueqiu6.github.io/helm-charts
helm upgrade --install ai-privacy-gw \
  ai-privacy/ai-privacy-gateway \
  --namespace ai-security \
  --set replicas=3 \
  --set resources.requests.cpu=500m \
  --set resources.requests.memory=256Mi

Why Enterprises Choose AI Privacy Gateway

Zero Trust Architecture

Data is masked before it leaves your network. The AI provider never sees raw PII, credentials, or business-sensitive data.

Provider Agnostic

Works with OpenAI, Anthropic, DeepSeek, Google Vertex AI, Azure OpenAI, and any OpenAI-compatible API. No vendor lock-in.

No Code Changes

Integrate by changing a single base URL in your application configuration. No SDKs, no libraries, no code modifications.

HIPAA, GDPR, SOC 2 Ready

Audit logging, encryption at rest and in transit, RBAC policies, and comprehensive compliance documentation.

Enterprise SLA

99.9% uptime SLA with 24/7 support for enterprise customers. On-premise deployment with no external dependencies.

Frequently Asked Questions

Can the gateway handle enterprise-scale traffic?

Yes. Each instance handles 10K+ QPS with under 5ms added latency. The gateway is stateless and scales horizontally behind any load balancer. Kubernetes Helm chart is available for production deployments with auto-scaling.

How does the gateway integrate with existing security infrastructure?

The gateway integrates via standard protocols: Prometheus metrics for monitoring, syslog/JSON for logging, environment variables for configuration, and HTTP headers for API management. No proprietary agents or agents required.

Does the gateway support high availability?

Yes. The gateway is stateless, so multiple instances can run behind any load balancer. There is no shared state dependency between instances. Each instance has its own encrypted vault with configurable sync options.

What about data residency requirements?

The gateway deploys entirely on your infrastructure. You choose where it runs — on-premise, your own cloud VPC, or a hybrid setup. No data processing dependencies on external services.

Can we try before committing to an enterprise license?

Yes. The Lite version supports unlimited requests with the same masking engine used in the enterprise deployment. Start with Docker on a single machine, test with your workloads, then scale to enterprise when ready.

Is onboarding support available for enterprise deployments?

Yes. Enterprise customers receive dedicated onboarding support including architecture review, policy configuration, integration testing, and team training. Custom policy rules and compliance documentation are also provided.

Secure Your Enterprise AI Data

Deploy AI Privacy Gateway in 30 seconds. No code changes. No vendor lock-in.