Existing AI assistants like ChatGPT could answer questions, but none could actually do things — book a flight, order food, or find and purchase event tickets. The challenge was to build a production-grade agentic platform from scratch as a solo founder: one that could understand natural language intent, select and call the right external APIs, handle errors gracefully, and deliver real-world outcomes through a simple conversational interface.