Experience designing, evaluating, or governing AI-enabled technology solutions, including modern AI architecture patterns such as Retrieval-Augmented Generation, agentic architectures, vector search, semantic retrieval, model orchestration, AI enablement platforms, and AI governance concepts. Establish architectural guidance for model management, vector database architectures, semantic search and retrieval capabilities, agent development frameworks and orchestration platforms, MCP architecture and governance, and end-to-end AI platform governance.