Once a contract has been added it cannot be deleted.
This is to provide an audit trail and control for the owner. 

However, if a mistake has been made when entering a contract, simply add a new replacement program. 

After doing this, you can verify the correct program is now active by looking at the Current Program Info Box, under the student's picture on the student's page.