Upon taking office, Robinson pledged to continue Anderson's work in addressing the 2021 government report into the council, which criticised its "severe breakdowns of governance".[8] Additionally, he stated that he intended to build more homes in Liverpool and advocate for more devolution of power to Liverpool City Region.[9]
As leader of the Liverpool City Council, a constituent council of the Liverpool City Region Combined Authority, Robinson also serves on the Mayor's Cabinet and since 2024 has been the Cabinet Member for Innovation.