I wouldn't risk it. With non-refundable / non-changeables, the airline is not likely to smile upon changes due to a late arrival.

One more technicality: they will have to claim baggage, recheck it, and clear customs in BRU. Still more time needed for that. On a good day, it would all work out, but sounds like the reward's not worth the risks.