Burgess chaired Parliament's Joint Standing Committee on Intelligence from 2008 to 2014. When he left the National Assembly after the 2014 general election, the ANC nominated him for appointment as Inspector-General of Intelligence. The nomination was fiercely resisted by opposition parties and his nomination was abandoned in 2016 after it repeatedly failed to garner the required two-thirds majority in the house.
