Serve as an executive authority on product data strategy in client engagements - advising CDOs, CTOs, and C-suite stakeholders on the data investments required to compete in AI-mediated commerce and translating strategy into board-ready business cases. Advise clients on the multi-year product data investment sequence required to move from GEO-readiness to full agentic commerce protocol compliance, helping leadership connect near-term data investments to long-term competitive positioning.