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Active Context Layer

AI Sovereignty Starts with Data Sovereignty

Reading Time: 5 minutesMany believe they have addressed AI sovereignty because they know where their model is running. Perhaps they use a private model, deployed in a sovereign cloud, or keep inferences within a particular region. That is a start. But it does…

August 24, 2026

587

Artificial Intelligence, Technology

MCP Server Sprawl: The AI Technical Debt Enterprises Need to Stop Now

By Kevin Bohan

Reading Time: 6 minutesAI teams are moving fast. They are building copilots, assistants, agentic workflows, and AI-powered applications that need access to enterprise data, tools, APIs, and operational systems. The urgency is understandable. Business leaders want AI to move beyond experimentation and begin…

July 23, 2026

787

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Active Context Layer

AI Sovereignty Starts with Data Sovereignty

MCP Server Sprawl: The AI Technical Debt Enterprises Need to Stop Now

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