Bounties are cards which are obtained through packs. They can be purchased with Credits or real-life money. Once you have a card, it can then be equipped in Horde. Each card is given a specific task, which once completed gives players a reward.
Bounties are single-use cards, however, cards can be broken down if you don't intend on completing the bounty.