Manisha Dewal — Senior UX Researcher specializing in AI, XR, voice and emerging technology, with 8+ years across Meta, Instagram and enterprise products.

Turning Sales Conversations into Research Signal Using AI

Your customers are telling your sales team exactly what they need — but that intelligence never reached product or research. I built a RAG system that turned thousands of scattered sales conversations into a queryable research layer — grounded, sourced, and informing a product roadmap within two months.