On the edit form screen, go to Settings -> Others, and enable Auto Save Form Progress. Here you can specify the number of days form progress should be saved.

Progress is automatically saved as the responder fills the form - there is no manual action required.

The saved progress is not available to admins. Form information can only be seen when the user submits the form.