I went to a 'tribunal' on this one. . turned out to be a test case. The final ruling was, I could claim VAT back 3 years previous to my first invoice.
The case made my accountants trade press and the ruling was viewed as a harsh decision considering my circumstances. . Sole trader with transport business, thus establishing a 'nexus'
Good luck. .