Solutions • Privacy Engineering

GDPR-Compliant AI Integrations

Integrate AI into your workflows without exposing personal data to the model. Privacy shielding patterns for regulated environments.

Core Concept

AI Privacy Shield Pattern

You can integrate AI into your workflows without exposing personal data to the model by introducing a privacy layer that anonymizes inputs and controls restoration.

How it works

  1. Pre-processing: Detect and anonymize PII before sending to AI
  2. AI call: Send only minimized, tokenized context
  3. Post-processing: Optional controlled restoration for authorized roles
What We Build

Implementation Components

AI Privacy Shield Pattern

  • PII detection and anonymization
  • Deterministic tokenization
  • Reversible anonymization for authorized users

Audit-Ready AI Workflow

  • Comprehensive logging
  • Approval workflows
  • Retention policies
  • Separation of duties

EU Data Residency

  • Secure hosting patterns
  • Data sovereignty compliance
  • Regional processing options
Use Cases

When Clients Use This

Legal Review Workflows

Contract analysis and document review with AI assistance while protecting client confidentiality.

HR Support Processes

Employee inquiries and documentation with AI while protecting personal employee data.

Finance Automation

Invoice processing and financial analysis with AI while protecting sensitive financial data.

Customer Support

Knowledge work and customer inquiries in regulated markets with data protection.

Need GDPR-compliant AI integration?

Book a session to discuss your AI integration requirements and privacy constraints.

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