I would appreciate commununity’s advice in regards to callouts in batch apex

Hi all,
Happy New Year!

Could you guys tell me the scenarios as to when we use callouts in batch apex?
I would like to point out that I am looking for input on the scenarios that you guys faced or know/read about.
I am inclined more towards when than the how part of this.