In policy simulations of international assistance, donor capital splits between independent humanitarian channels and central administrative desks. Raising the bypass ratio routes funding directly through local non-governmental organizations, sharply lowering the simulated diversion risk. Meanwhile, the model calculates effective grassroots aid by applying policy multipliers for sanctions breadth and technical dialogue. In the simulator, clicking presets like Pragmatic Engagement immediately updates food insecurity projections, health clinics, and the thirty-four province crisis map.