Insights.
Practical notes on AI agents, GDPR, data residency and the EU AI Act, for the people who have to ship them.
Article 50 of the AI Act for insurance chatbots and claims agents
What the AI Act transparency duties require of insurers and MGAs using chatbots and claims agents, and how to build them into a claims flow.
The EU AI Act compliance checklist for development teams
A practical checklist for engineering teams working under the EU AI Act: risk classification, Article 50 transparency obligations, documentation requirements and the dates that now apply.
How to build GDPR-compliant AI pipelines on AWS in Europe
A technical guide to building AI and LLM pipelines on AWS Frankfurt (eu-central-1) with full GDPR compliance. Data residency, encryption, zero-retention APIs, and architecture patterns.
Data residency requirements for AI systems in Europe: a practical guide
Understanding and implementing data residency for AI systems in the EU. Cloud region choices, Schrems II implications, GDPR Articles 44-49, and practical infrastructure decisions for engineering teams.
5 high-ROI AI automation opportunities for European enterprises
From document processing to customer service, discover where AI automation delivers the fastest return on investment for European businesses – with GDPR compliance built in.
How to integrate GenAI while staying GDPR compliant
A practical guide for European businesses navigating the intersection of generative AI and data privacy regulations. Architecture patterns, legal considerations, and real-world implementation strategies.
Building agentic AI systems: from prototype to production
Lessons from building production-grade AI agents. How to move from impressive demos to reliable, scalable agentic systems that handle real-world complexity.

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