The alliance depot is used to have help from your allies.
For example if you're being attacked, you can ask your allies to send a fleet over to your planet in order to help with defense. An ally's fleet staying on your planet will cost you fuel to power the ships, and this fuel is sent to the ships through the alliance depot.
10000 deut units can be sent by hour and level of the alliance depot.