Yes, white label would be a good start.
Not ike shapeshift.io
that site also seems having issue, (showing unsafe to visit)
best example as i mentioned is coinhako.com
Any white label that you would recommend out there?
What platform are familiar? there is some open source you can found on the net like this one
https://github.com/peatio/peatio it is written in ruby.