GDPR Compliance for AI/ML Companies | Complete Guide
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Key Compliance Highlights
Data subject rights implementation and management
Lawful basis for processing documentation
Data Protection Impact Assessment (DPIA) procedures
Cross-border data transfer mechanisms
Data Processing Agreement (DPA) requirements
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Frequently Asked Questions
Does GDPR restrict AI training on personal data?
GDPR doesn't prohibit AI training but requires lawful basis, transparency about AI use, and potentially DPIAs. Anonymized data isn't subject to GDPR; pseudonymized data still is.
What are the automated decision-making rules?
Article 22 restricts solely automated decisions with legal/significant effects. Provide human review mechanisms, explain logic, and enable contestation of AI-driven decisions affecting individuals.
How do we address the right to explanation?
Provide meaningful information about logic, significance, and consequences of AI processing. This doesn't require full algorithmic transparency but enough for data subjects to understand and contest decisions.
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Disclaimer: Compliance costs and timelines are estimates based on market benchmarks (AICPA fee surveys, vendor pricing indices 2025). Actual auditor fees and internal effort will vary based on your specific control environment, system complexity, and auditor selection. Consult with a qualified CPA for a formal statement of work.