Before being able to apply discounts you must first create them in See Creating Discounts section under Portal -> Pricing.

To apply a discount to an order, click on the discount on the order page.

In this image the red icons are examples of discounts that were created in the portal.

To remove a discount from an order, swipe left on it and click Delete.