Just as an update to my own post.
We come to find out that we had both a hardware and software based DEP (Data Execution Prevention) preventing the program to open up successfully.
HP Proliant DL-380 G8 has a hardware based DEP built into BIOS. Once we disabled this, we went ahead and completely shut off the services for the software based DEP as well. This resolved our issue that prevented the Kiwi Syslog Manager from opening up properly.