Your AI Product Has EU Customers
The GDPR Doesn't Care That You're a Startup
GDPR compliance templates for AI companies processing EU personal data. Full DPIA, automated decision-making assessment, EU AI Act risk classification, cross-border transfer guide, and compliance checklist.
Why GDPR Catches AI Companies Off Guard
Most AI startups know GDPR exists. Few have actually worked through what it means for their specific product. The regulation was written before large language models were widespread, and applying it to AI systems involves interpretation that general compliance checklists don't address.
Article 22 governs automated decision-making - and depending on how your AI product works, you may be triggering its requirements without realizing it. Data minimization requirements apply to training data, not just the data your users submit today. Cross-border transfer rules apply even if your servers are in the US and your users happen to be in Europe.
The EU AI Act adds another layer. High-risk AI systems face mandatory conformity assessments, documentation requirements, and human oversight obligations. Knowing where your product falls in the risk classification spectrum - and what that triggers - is not optional for companies with EU users.
This kit was built by a CISSP with active compliance experience to address the specific intersections between GDPR and AI that general legal templates miss: automated profiling, consent architecture for AI training, DPIA requirements for high-risk processing, and the documentation EU supervisory authorities actually ask for.
What's Inside
Five documents covering the GDPR requirements most AI companies haven't addressed yet.
DPIA Template for AI Processing
Full Data Protection Impact Assessment per GDPR Article 35. Processing description, necessity/proportionality assessment, 10-risk evaluation matrix with AI-specific risks (hallucination, cross-tenant leakage, prompt injection, training data use), mitigation measures, and approval workflow.
Article 22 Assessment
Decision tree: does automated decision-making apply to your AI feature? Three compliance options (add human review, rely on contract necessity, obtain explicit consent) with required safeguards checklist for each path.
EU AI Act Risk Classification
Step-by-step classification guide: Is your system prohibited? High-risk? GPAI? Limited or minimal risk? Obligations matrix showing exactly what's required at each classification level.
Cross-Border Transfer Guide
Transfer assessment for EU data processed outside the EEA. Common scenarios for OpenAI, Anthropic, Google, AWS, and Azure with the appropriate transfer mechanism for each. Transfer Impact Assessment (TIA) template included.
20-Item Compliance Checklist
Quick-reference covering legal basis, transparency, DPIA requirements, Article 22, data minimization, retention, training opt-out, DPA review, transfer mechanisms, and data subject rights for AI processing.
Complete GDPR + EU AI Act compliance kit for AI companies.
- DPIA template with AI-specific risk matrix
- Article 22 automated decision-making assessment
- EU AI Act risk classification guide
- Cross-border data transfer guide with TIA template
- 20-item GDPR AI compliance checklist
Instant download. Professional Word documents (.docx) for easy customization.
Questions
Do we need this if we're US-only?
If any EU residents use your product, GDPR applies regardless of where your company is based. This kit helps you assess and address that exposure before a supervisory authority asks.
Does this cover the EU AI Act?
Yes. Includes a risk classification guide and obligations matrix for the EU AI Act alongside GDPR compliance. The two regulations overlap significantly for AI companies.
Do we need a DPO to use this?
No. The templates are designed to be completed by whoever handles privacy at your company - whether that's a dedicated DPO, your legal team, or your CTO wearing the privacy hat.
How does this handle AI training data under GDPR?
The kit includes a data minimization worksheet specifically for training pipelines and a lawful basis assessment for using personal data in model training. These are the two areas most frequently cited in AI-related GDPR investigations.
What if our product is classified as high-risk under the EU AI Act?
The EU AI Act risk classification guide walks you through the Annex III categories and what high-risk designation triggers - conformity assessment, technical documentation requirements, human oversight mechanisms, and registration in the EU database. The kit gives you the documentation framework to address these requirements.
Is this legal advice?
No. These are compliance templates and frameworks created by a security professional, not a lawyer. For legal advice specific to your situation, consult an EU-qualified privacy attorney. These templates are a practical starting point that reduces the time and cost of that legal engagement by giving your counsel a completed first draft to review.
Complete Your Compliance Stack
GDPR is one piece. Cover the rest.
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David A. Moline, CISSP | CISM
Your AI automation, built by someone who secures DoD systems.
Get Compliant Before a Supervisory Authority Asks
Your AI product processes EU personal data. The GDPR homework isn't optional. Get it done now.