Unstable test results during automation testing

I dont know how to put it. We have setup a final builder which is setting up our web/client environment and then starts test completes and runs the execution. 

But somehow there is always a different result. Sometimes it passes and other time it doesn, when i try to run it (by starting it manually) it works. I dont know what would be the cause of this.