返回博客ai-architectureAI Nearshoring Architecture: Poland as the EU AI Delivery Hub — Team Topology and Data Residency (2026)May 11, 202622 min read ai nearshoring poland ai delivery eu ai act compliance data residency gdpr ai team topology eu ai hub cross border ai bielik routing nearshore architecture ip boundary time zone engineering eval ops 24 hour eval cycle ai architecture poland tech 2026Frequently Asked QuestionsWhy Poland specifically rather than Romania, Portugal, or Czech Republic for an EU AI delivery hub?How does the data-residency boundary survive the model-provider side, given that OpenAI, Anthropic, and the major providers run training in the US?What is the actual cost gap between a senior ML engineer in San Francisco, London, and Warsaw at total cost in 2026?How does the Polish team handle the AI Act conformity assessment for a high-risk system that is placed on the EU market by a US client?What does the IP boundary actually look like in operation when a US client requires source-code review of any code touched by non-US engineers?How does the 24-hour eval cycle work in practice on a normal week without burning out the team with shift work?How does the Polish team manage Bielik routing decisions versus frontier model decisions for EU-language workloads?How does the architecture handle the case where the US team needs urgent access to EU-customer data during an incident?What is the architectural pattern when the US client wants the Polish team to also serve UK customers post-Brexit, given UK GDPR has diverged slightly from EU GDPR?For a US/UK leader evaluating a Polish AI delivery partner, what are the questions that distinguish a Stage 4 partner from a Stage 1 partner? 分享这篇文章 Twitter LinkedIn WhatsApp复制链接Download as PDFSatyam人工智能和云架构师。帮助团队构建可扩展到数百万的系统。Comments Leave a commentPost Comment