Geetha, V.Kamath S․, S.Salvi, S.S.2026-02-082020AI-Based Services for Smart Cities and Urban Infrastructure, 2020, Vol., , p. 310-325978179985024397817998502501799850242https://doi.org/10.1007/s42247-025-01003-0https://idr.nitk.ac.in/handle/123456789/33774Increase in population year by year is making the living status of the urban people difficult as resource-saving and sharing become more challenging. A smart home, which is part of smart city development, provides a better way of handling available resources. Smart home also provides a better way of living with smart devices, which can monitor various activities autonomously. It is also essential to have a smart health system that monitors day to the activity of a person and provides health statistics and indicates health issues at an early stage. The home or devices become smart using artificial Intelligence to analyze the activities. Artificial intelligence provides a way to analyze the data and provide recommendations or solutions based on personalization. In this regard, developing a smart home is essential in the current urban area. This chapter identifies various challenges present in developing a smart home for smart living and smart health and also proposes an AI-based framework for realizing a system with user peronalization and autonomous decision making. © 2021, IGI Global.