Analysts argue scalable enterprise AI adoption hinges on agent logic beyond LLMs.

A Hugging Face analysis argues that enterprises succeeding with AI at scale are moving beyond raw LLM capabilities toward robust agentic architectures that handle planning, tool use, and multi-step workflows. The piece identifies agent design patterns as the key differentiator for production deployments.