This issue has now been resolved
Some people have been able to get Outlook working by using a different browser than usual.
e.g. if you use Safari normally then try Chrome instead, or visa versa.
With regards to using the Outlook iOS app - some users can access it fine, but some cannot.
Microsoft are continuing to investigate this issue.
Some people have reported issues accessing Outlook web on a browser using iPhone, iPads and Macs.
Microsoft have acknowledged this issue.