The increasing utilization of AI entities is prompting a substantial shift in how organizations manage their infrastructure. A crucial aspect of this evolution is the efficient integration of these intelligent constructs with Microsoft's Cloud Platform, often referred to as MCP. This approach involves intricate issues regarding information consiste