This keynote offers a concise, behind-the-scenes look at how On evolved from an NLP-based support chatbot into a global, agentic commerce platform. Moving beyond a traditional success story, it highlights the key inflection points, lessons learned, and mindset shifts that enabled the team to scale human-like conversational experiences across channels—balancing automation, trust, and business impact while redefining how AI supports commerce at scale.