This research insight examines a central weakness in the global adaptation-finance system: funding is commonly committed and managed at international or national level, while the institutions responsible for delivering resilience cities, counties, provinces and districts often lack meaningful authority over it. The problem is not only the volume of adaptation finance. It is the institutional distance between the entity receiving finance and the entity that manages land use, water, local infrastructure, public services and emergency response. Funds may reach communities through national programmes, yet local governments can remain implementers rather than decision-makers. Drawing on models from Kenya, Rwanda, Burkina Faso and Cape Town, it argues for a practical finance ladder combining grants, concessional finance, pooled facilities, guarantees and, where viable, sub-sovereign borrowing. The article concludes that COP31 should complement headline finance commitments with transparent evidence of how much reaches subnational decision-makers, through which mechanisms, with what discretion, and in which high-risk jurisdictions.