Baroness Thornton served as Labour's equality spokesperson from 2011 to 2015 and now focuses her work in the House of Lords on issues related to education, equality and human rights.

She has played a significant role in the campaign to outlaw caste-based discrimination. She was responsible, while Labour was in office, for enabling legislation and commissioning a report which confirmed that caste-based discrimination was a problem in the UK.