Enterprise AI agents require a comprehensive 5-layer architecture (Interface, Orchestration, LLM, Data, and Infrastructure layers) rather than just prompt engineering, as production systems need robust workflows, memory management, data grounding, and scalable infrastructure to function reliably in real business environments.
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