Amazon Finance Role Case interview

Hi, I am taking the interview with Amazon for its finance role. I really suck at case interview questions. I hate it because I am such a good problem solver and well regarded for it but never was able to set the direction in couple minutes. Can anyone share the experience? I will prep for it.