They can. But depending on how you used Ansible before, it may mean a heavy rewrite of your deployment strategy. I'm not saying it will always take that long. But depending on your app, the requirements may be very complex and not fit into the docker idea.

(it always means some extra work for security updates though - now you're updating both the host and images)