Independent AI Product Leadership Initiative: To Wander Up, Leading end-to-end product strategy for an AI-enabled career platform, defining vision, roadmap, governance principles, and phased rollout of AI capabilities, Designed AI-enabled customer experiences that intentionally reserve generative AI for high-value interactions while leveraging deterministic workflows where they provide greater speed, explainability, and operational efficiency, Developed responsible AI approaches balancing customer value, explainability, governance, privacy, operational cost, and long-term maintainability, Conducting customer discovery, competitive analysis, Jobs-to-be-Done research, experimentation planning, and MVP prioritization to validate product hypotheses before investment, Designing success metrics around activation, engagement, retention, AI adoption, and customer satisfaction to guide continuous product improvement, Developed product success metrics focused on activation, adoption, engagement, customer retention, and long-term product value