Time-to-insight cut from days to hours. Rolled out a conversational AI pilot integrating brand tracker, panel, ad spend, and sales data — letting insights teams query years of data in plain language instead of waiting in an analyst queue. Led the full cycle: demos, client feedback loops, iterative product improvement. Tools: LLM APIs, RAG, Figma.




