Taash's 'Saturday synthesis' process transforms weekly user stories into concrete acceptance criteria and technical requirements for their AI hospitality infrastructure. This process bridges the gap between user needs and technical implementation by focusing on how user stories translate into specific functionalities. Key aspects considered include core functionality, integration requirements, data and intelligence flow, user experience for each persona, and success metrics. This systematic approach ensures comprehensive specifications, revealing dependencies and guiding system development over 16 weeks. The output serves as a detailed roadmap for building agent-ready infrastructure, addressing the needs of the entire hospitality ecosystem.