Using Docker for MSI installers

If I have a system that runs in a combination of installing multiple MSI installers. I want to create a Docker container that installs all of them. Is it possible to dockerize it? Or Docker works only with development source code packaging? I am not done watching the full Docker tutorial but the title seemed like it does not cover that.