Taming verbose Windows logs in Splunk

As you get into the world of logs you quickly realize how 'heavy' Windows logs are. By that I mean verbose. In this space verbose = length and log length translates to increased storage and licensing issues. Many log generators simply say this did that or this talked to that over this port. Pretty quick and dirty. Windows logs are generally along the lines of "dear reader, I've observed many events in the course of my life and here is something I thought I should bring to your attention. I will go on at length about this though really only give small pieces of important information with little to no explanation forcing you to scour the Internet looking for others who have gone through this self same issue." I ran a quick search in my Splunk environment and found the average Windows event code to be 630 bytes.