Running docker in docker without host access

Is it possible to install and use docker in a container where you don’t have access to the host to mount volumes, or a --privileged option? I’m running inside a container service where the CLI doesn’t support privileged mode and I have no access to any hosts that are running my containers. I need to use the container service CLI from within a container and it pre-reqs docker…