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The role identifies internal business problems that AI can solve and turns them into scalable solutions, using LLM APIs, workflow automation platforms, and agent frameworks. It requires hands-on experience with generative AI tools, prompt engineering, RAG and agent design, and integrating systems such as CRM and project tools, plus a track record of taking AI solutions to production.