Concairge

An AI family assistant that coordinates calendars, tasks, school newsletters, emails, and family logistics in one place, while proactively surfacing new things for the family to do based on a 360-degree personalization profile of each member's preferences. Everyone in the market is focused on reactive display tools (shared calendars, to-do lists), and no one is building a proactive, continuous-learning personalization engine that understands each family member's preferences and needs to optimize the day and surface what to do as a family. Enterprise growth operator who led Zayo from 3 to 52 countries. The cofounding team brings deep operational and technical experience in scaling complex systems. LLMs have gotten smart enough to facilitate the orchestration layer, making it feasible to build a continuous learning personalization engine that was previously impractical. The moat is the library of family preference data; the LLM is the librarian.