In general flat price upgrades are offered in MMB, at OLCI, or at the airport (although you may have to ask), if BA thinks it will sell them at that price but the seats will go begging (or be taken by op-ups!) otherwise.

As mentioned above, you can always upgrade for change fee plus fare difference, but that is rather likely to prove to be substantially more money than you might want to pay.