James Brooke, Mapp's CEO, presented the Gemma platform, focusing on enhancing e-commerce experiences through AI-driven insights. The discussion emphasized the importance of bridging semantic gaps in fashion retail, enabling better product recommendations based on shopper intent. A knowledge graph created by Gemma organizes implicit knowledge about fashion, enabling agents to provide personalized suggestions. The platform allows retailers to customize their offerings based on regional and cultural variations in consumer language and preferences. The meeting included a Q&A session addressing concerns about consistency in recommendations and the incorporation of user-specific features.