Non-AB EthernetIP connections?

Has anyone had any luck connecting to a non-AB PLC that supports EthernetIP?

I am trying with an Omron NX PLC and having no luck.  I know it has to be possible, because I/O devices can do it, but I'm not versed enough in communications protocols to know what is different between brands.