As AI accelerates financial decision-making and makes synthetic veri easier to fabricate, the lending industry is accumulating a dangerous amount of “verification debt.” To prevent systemic instability, the next era of financial infrastructure must focus on establishing a defensible, trusted truth across fragmented veri environments before automated capital moves.