My working solution is:
1. Setup your Exchange account and enable all syncing (email, calendar, contacts)
2. Go into settings->apps->all apps->
3. Clear cache and data from the following apps:
* Exchange-services
* Gmail
4. Restart calendar app and the exchange account is now...