7+ years of product management experience 3+ years shipping AI/ML or agentic products Track record of launching AI features at scale (agents, copilots, autonomous workflows) that moved key metrics Fluency with LLM orchestration, vector databases, and evaluation pipelines Demonstrated ability to translate complex technology into intuitive UX and business value Strong collaboration chops with Design, ML, and Engineering Comfort balancing performance, safety, and user trust Experience building sales-enablement or buyer-journey tools (Bonus Points) Background in generative design, 3D visualization, configurators, or AEC tech (Bonus Points) Expertise working with rich catalog or structured product data (Bonus Points)