Data Residency Constraints in Cross-Border AI Inference
Hosting AI models abroad can quietly violate data protection laws with every API call.
Dara Nakamura
Section
7 stories in MCP Governance.
Hosting AI models abroad can quietly violate data protection laws with every API call.
Protect MCP servers from the abuse patterns that autonomous agents create, not the ones people do.
Only 17% of firms log where AI agent errors actually compound—between agents themselves.
AI systems need routing and fallback layers to survive provider outages without going down.
Most MCP deployments lack access controls, leaving agents with dangerous tool permissions.
MCP leaves permission, audit, and identity governance to enterprises to solve themselves.
Attackers exploit tool descriptions to inject commands before any tool is called.