Andi is a conversational AI platform built around a persistent, family-specific memory layer that ingests natural language, emails, calendar events, and voice notes to construct a structured knowledge graph of a family's routines, relationships, allergies, and preferences. The system supports multi-user access roles (parents, caregivers, children) with differentiated permissions and visibility controls. Its proactive intelligence engine monitors the family memory for conflicts, open threads, and upcoming needs, surfacing nudges and briefings at contextually appropriate moments. The kids' AI module applies age-stratified guidance profiles (ages 7–10, 11–14, 15–18) with configurable parental oversight. The product is currently in a waitlist/pre-launch phase with no public API documented.