This document describes systems and techniques directed to integrating and summarizing
relevant information from family
event data. Various examples are described herein, including a method that includes receiving, by a
machine learning (ML) model, family data, and generating, by the ML model, a relevance based on the family data. The techniques further include generating, based on the relevance, a family summary that includes a textual summary of a subset of the family data that is relevant to the relevance. The techniques can then generate, based on the family summary, a family output for output to a user. By doing so, the user can
gain a better understanding of their home through a relevant and useful summary of trends, patterns, and events that occur within their home.