Many commercial autonomous robots are designed for extended or continuous operation, with automated charging or scheduled charging as supported by the model.
Actual availability depends on battery capacity, workload, charging strategy, maintenance, environmental conditions and the specific robot. A 24/7 facility does not necessarily mean a robot will perform its task continuously without charging or human interaction.