An impressive AI demo can get attention. But does it solve a problem customers actually care about? Join Wanyao (Victoria) Zhang, former Product Manager at TikTok, Shopee & SeaMoney, at The AI Conference 2026 as she shares how to separate initial AI excitement from real customer demand. From repeat usage and willingness to pay to workflow fit and delivery costs, Victoria will break down the signals product teams should validate before deciding to build and scale. See you in San Francisco! #theaiconference #taic2026 #conferencespeaker