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Beyond the Chatbot: Why Your Enterprise Architecture Needs a Governance Layer for Inter-Agent Communication

The Problem: The New Generation of Silos Last week, I sat in a steering committee meeting where three different departments showcased their AI 'successes.' Marketing had a custom GPT-based tool for copy generation, Logistics had a Python-based agent managing warehouse rerouting, and Customer Support was piloting a Zendesk-integrated bot. Individually, they looked great. But when a major shipping delay occurred, the Logistics agent couldn't notify the Support agent, and the Support agent couldn't check with the Marketing agent to see if they should pause the 'Next Day Delivery' email campaigns. In real projects, this is where the wheels fall off. We are quickly moving out of the 'Let's build an LLM wrapper' phase and into a world where autonomous agents are expected to actually do things. The problem is that we’re building these agents in isolation. Without a cohesive architecture to manage how these agents discover each other, share context, and ...

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