Crossley was born on 13 August 1903, the only son of Sir Kenneth Irwin Crossley, 2nd Baronet.
He was a Director of the Manchester Ship Canal, Chairman of Crossley Brothers (Ltd), of Manchester, and Liberal Member of Parliament for Altrincham from 1906 to 1911.
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