Graph-based technologies are appealing because they promise more flexibility than other database technologies. However, it turns out that graph-based databases still require data to be structured and are not that different from traditional databases, therefore creating disappointment for end users whose expectations are towards more flexibility. We will discuss why this disconnect exists and present technical solutions to fill the gap.