Can I use Docker simply to set up the general environment of an EC2 instance?

I don't want to dockerize every application but rather provide a docker image (similar to an AMI) with preinstalled software and libraries so I can easily deploy on a new EC2 instance. From there I may add files/changes manually. Is this the intended use of Docker for EC2?