I am trying to access my splunk light instance (which does not have any authorization mechanism) from the IOS Splunk mobile app. The login attempt fails although I give the URL which works in a regular web browser.
No, it isn't. Currently, the Splunk Mobile App doesn't support Splunk Light. It only works for Splunk Enterprise, and Splunk Cloud.
