There is increasing focus on the well being of mothers and babies, both before and after delivery and early detection of pathologies to prevent mother and perinatal morbidity and mortality. The overall well being of mothers also has longer term impact: women who remain healthy during pregnancy and after birth are more likely to stay healthy later in life and have better birth outcomes, also influencing the infancy, childhood and adulthood of their children. NewLife project will develop new remote non-invasive monitoring solutions for ensuring the health of mothers and babies before and after birth. The target is to develop emerging non-invasive methods for gathering vital data and analysing it with advanced AI/ML methods, to be able to secure life in its most vulnerable phase. For clinical acceptance, the developed solutions need to be well integrated to the clinical workflows, with proper data integration, security, safety, and medical qualification. The technologies and solutions developed are demonstrated in five use cases for both hospitals and personalized monitoring in home environments: 1) Pregnancy & parent companion, 2) Smart garment for monitoring of pregnancies & complications, 3) Fetal monitoring patch for high-risk pregnancies, 4) Newborn monitoring with smart clothes, and 5) Newborn monitoring -well being in bed. With the developed solutions, NewLife project will contribute to the disruption of the health care models: by focusing on preventive actions rather than treating diseases, and moving healthcare from hospitals to home.