With time, the Production increment will help to repair the Building damage.
Speaking from my own experience as one of region lord who has to stabilize the region, repair the Recruitment Building, Palisade fortification.
You cannot build more things until the Production reach the maximum level. I have known a Duke of the city keep rebuild a Marketplace as it collapses repeatedly.