Methods are provided for synchronizing task execution and/or data collection on multiple network devices. The methods involve obtaining a command to be executed on a plurality of target network devices and splitting the command into a plurality of single device execution tasks. Each single device execution task is for a respective network device of the plurality of target network devices. The methods further involve providing each of the plurality of single device execution tasks, via a command line interface or an application programming interface, to a respective one of the plurality of target network devices. The plurality of single device execution tasks being provided within a bounded time interval.