COVID19 caused many of us to be isolated at home, including our elderly family members. Left unattended they are more prone to risks such as falls, gas leaks, flooding, fire and others. Ambianic.ai is an Ambient Intelligence project that removes the stigma associated with surveillance systems by implementing privacy preserving algorithms in three critical layers. Ambianic.ai is an Ambient Intelligence project that implements privacy preserving algorithms in three critical layers: Peer-to-Peer Remote access, local device AI inference and training and local data storage. We aim to build a system that aids family caregivers, whilst allowing them to remain mobile and flexible within their time schedule. The system will observe the home environment and send notifications to caregivers about important events such as falls, medication compliance, fire, flood or gas leaks.