Lead the design, development, and adoption of production-grade AI systems within a strategic business domain. Define AI roadmaps, identify high-impact opportunities, make architecture decisions, establish evaluation and observability practices, measure business impact, mentor engineers, and drive AI transformation across cross-functional teams. The role focuses on LLMs, RAG, AI agents, scalable infrastructure, and reliable enterprise AI products.