We are sorry to hear that you're facing trouble using Adobe Fonts. Fonts that have been activated shouldn’t be deactivated automatically. When you open your document, are you presented with a way to activate the font again in the missing fonts dialog box? If so, does that reactivate the font successfully? And it would be great to know which app/version and OS/version you’re using.