Why does my AI agent route European health data through a US server without warning?
机会
Multi-step AI workflows route personal data through agent chains, tool calls, embedding models, and LLM inference endpoints spread across cloud regions and jurisdictions. No orchestration layer lets you tag data with residency constraints and enforce them at runtime across the full pipeline. A piece of EU personal data can silently cross a jurisdictional boundary inside a single tool call, as a European insurance company discovered when fined in May 2025 after its claims processing agent routed medical data through a US LLM provider for four months without adequate transfer mechanisms. GDPR and the EU AI Act, which reaches full enforcement for high-risk systems in August 2026, create hard legal obligations, but there is no technical enforcement primitive that sits between the application and the infrastructure to verify compliance in real time.
为什么重要
Data residency enforcement is the single blocker most enterprises name when explaining why they cannot run AI on regulated personal data, and the infrastructure to solve it does not yet exist.
我如何评估机会
机会评分是我的个人判断，而非量化指标：痛苦程度、发生频率，以及当前解决方案的匮乏程度。分数越高，意味着我认为越值得去构建。
出现时造成的痛苦程度。
人们实际遇到它的频率。
当前针对它的优质工具有多匮乏。