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Lead the product strategy and roadmap for a centralized AI context management and model-management platform. Design integration patterns, paved roads, evaluation/observability frameworks, and enablement for internal teams. Partner with engineering and data teams to ensure context retrieval, model selection, and production-ready agentic experiences while driving adoption and measuring platform outcomes.