So when starting Kibana, the following is output to the screen:
i Kibana has not been configured.
Go to http://10.0.2.15:5601/?code=693808 to get started.
That wasn't working for me and gave me a ERR_CONNECTION_TIMED_OUT message. Changing the URL to http://localhost:5601 instead worked. Not sure of the explanation behind that but issue solved