Hagai stood unsuccessfully for Rakahanga at the 2010 Cook Islands general election. He was first elected to Parliament at the 2014 Cook Islands general election, and was appointed Government Whip. In 2016 he was part of the Cook Islands' delegation to the 2016 United Nations Climate Change Conference in Marrakech, Morocco.