There is an expression used in colloquial english, at least in the USA - "he will come around" means to eventually see things the same way, or eventually understand.
"Although he does not support our organization today, we think he will eventually come around. We just haven't fully explained things to him yet".
The more literal meaning is as described above, the same as "to come by".