While Office 365 applications can be used offline, there are some limitations to be aware of:
To make the most of working with Office 365 offline: office 365 offline
Great for occasional disconnects, not for permanent offline life. While Office 365 applications can be used offline,
Here's a brief overview of the offline capabilities of popular Office 365 applications: office 365 offline