The mongo-orchestration.sh script responsible for starting the service is only executed when the VM is provisioned. In the interest of usability, the VM should also be configured to restart Mongo Orchestration on boot.
As a work-around, the developer can start it manually after a restart with:
$ vagrant ssh mo $ sudo mongo-orchestration -b 192.168.112.10 start