Since leaving Parliament, Wheeler has undertaken a review of airport security for the United Kingdom and Australian governments in the light of the 11 September 2001 attacks. He was also the Chairman of the Service Authorities of the National Crime Squad and the National Criminal Intelligence Service between 1998 and 2002. He is a Deputy Lieutenant of Greater London with responsibility for the London Borough of Merton.