To "Discount" an invoice utilize below steps:
1. Create one Invoice Item with name "Discount" from Left Menu >> Settings >> Invoice & Expense Items>> Add invoice item with name "Discount".
2. Add new Discount invoice item inside the Billing & Expense tab of the case you are applying the discount, then click "Submit".