My experience has been we have a big pile of complexity with some way of doing things. New shiny tech promises to eliminate this complexity. Perhaps it does, but also introduces new level of complexity. Old complexity hasn't fully vanished either, but now its problems have to be solved through the new level of complexity, resulting in a further emergent level of complexity.

Fortunately, there is a new shiny technology that will make all this complexity go away.