Create smart homes and appliances that learn and adapt to human behavior and context. Enhance behavioral insights through analyzing in-home sensors and connected appliances. From a connected to a smart home. More and more home owners are attracted to the promise of a connected home, not only because of comfort and convenience, but mostly because of increased security and potential energy savings. However, connected homes aren’t truly smart if they only allow remote control and program settings, e.g. through smartphone apps. For a connected home to become a Smart Home, its network of connected devices need to be able to learn and adapt to behavioral patterns of the people living there. It needs context intelligence that monitors activities in the house and informs the system about real-time context updates, as well as detected anomalies and changes in behavioral patterns. The contextual home. The promise of Ambient Intelligence for Smart Homes is to enhance our daily lives by enabling automated solutions that adapt to our habits and changing contexts. By interpreting home and appliance sensor data, Sentiance solutions for Smart Home contextualize in-home and household behavior to enable more intelligent, adaptive and proactive home automation and living assistance services. Sentiance Smart Home solution uses low-level motion (PIR) sensors and machine learning to create a behavioral map of the house and its occupants, including room function and occupancy modelling, home entry and exit detection, household activities and routines, and smart anomaly alerts. Our solution supports rules-based automation and notifications, based on both real-time and predicted context. Combined with our SDK-based mobile context solution, out-of-home location and activities can provide additional behavioral inputs to provide increased convenience, efficiency and security.