In the past few years, there has been a shift in the data industry, leading to the emergence of a new category of data citizens: the ‘ad hoc’ or ‘citizen’ integrators. With these new personas adding to the (already long) list of data workers having access to corporate information, companies are needing to re-think the way they approach their data security and data governance strategies.

Qlik introduces management team, licensing changes, and new hybrid/multi-cloud, augmented intelligence and development features. Here's my take from Qonnections 2018.