We live in a world with increasingly uncertain health outcomes. Individuals from developed economies have been living longer for many decades. However, those gains are beginning to be reversed in some countries, particularly within certain communities. Sensor technology is increasingly being deployed to counter these trends. The computational biology platform LifeQ offers its clients effective outcomes based on intervention and engagement in individuals' health; dynamic health assessment; cost saving and fair pricing; and early disease prediction.