I was going through another play through and got to the point where I was assaulting Arkemyr's Manor. I noticed that every fight I had with the Ironclad Constructs they would show the icon that they're going to cast their flame ability. And that's where they'd sit. They'd stop moving, stop attacking, and just stand there with the cast icon until I beat them down.