1. Serve as the primary contact between product design users and the R&D team, aligning requirements and delivery expectations. 2. Assess technical feasibility and data readiness, and define project scope and priorities. 3. Coordinate handoffs between AI Research and Software Engineering to move projects from PoC to production deployment. 4. Drive milestones, risk management, and phased rollout plans to ensure quality delivery on schedule. 5. Translate product design needs into actionable PRDs, technical specifications, and execution plans.