The Values Canvas is made up of three pillars: People, Process, and Technology. The Technology pillar contains three elements: Data, Document, and Domain. 

In this case study we focus on the first of the three Technology elements: Data. In this element, we are looking to fill the need to align data lifecycle management with ethical values so that AI is being built on an ethically sound foundation. A Data solution is any technique or method for embedding ethical values into the data that is being used to train and/or test an AI model.