VAT on buildings

I have bought a building with the intention of running my non VAT registered company there. VAT was charged on the purchase of the building. Circumstances have changed and I will now either sell the building or rent it out. Can I VAT register now and reclaim the VAT I was charged on the building? Or is there a simpler way of doing this?

HN