Delegating Complexity: Why Enterprise AI Needs Multiple Specialized Agents

This article reveals why the common approach of using a single large AI agent in enterprise systems becomes increasingly fragile and ungovernable as use cases grow more complex. The multi-agent delegation pattern—where specialized subagents handle distinct responsibilities—is critical for enterprises building trustworthy, maintainable AI systems with better observability and control.