Andy has spent over three decades working with HE data and systems, including spells at HEFCE, HESA and working as a consultant with HE providers, government bodies and technology companies across the world. He is a speaker and writer on data issues and in 2020 was appointed to the review of the exam grades controversy that was commissioned by the Welsh Government.