The international move towards the devolution of policy innovation has established a defining implementation divide between the prospect of localized efficacy and the fact of sub-national limitations. This article examines the Innovation paradox, which poses the question of whether county governments have the necessary resources, capacity, and autonomy to implement national innovation agendas effectively. The gap in implementation can be analyzed as the result of three interlocked structural deficits. Initially, the Capacity Deficit is characterized by the absence of technical expertise in areas such as Intellectual Property (IP) and R&D monitoring, which is further exacerbated by organizational thinness. Second, the Fiscal Gap exposes counties to a Dependence Trap, in which local tax autonomy reduces sovereignty and budgetary crises prevent the long-term investment necessary in R&D. Third, the Co-ordination Failure is caused by the vertical misalignment of central standardization with local demands, especially in discontinuous areas such as skills policy. The research inescapably concluded that county governments in their present form are typically poorly prepared with the required specialized capacity, dependable resources, or effective operational autonomy to pursue innovation effectively. These three structural factors—Capacity Deficit, Fiscal Dependence Trap, and Systemic Co-ordination Failure — across governance tiers are the main drivers of the implementation gap. These inefficiencies do not allow for translating national policy objectives into customized local economic activity, thus undercutting the eventual targets of decentralization. Effective models, such as the Integrative Local Organizer, have demonstrated that local authorities must actively develop innovation platforms to address these gaps. The study suggests that policy changes should include a shift toward focused capacity building, empowering counties financially to align resources with tasks, and institutionalizing Multilevel Governance systems to achieve policy consistency. To transform national innovation intent into sustainable local economic action, it is crucial to invest in the final stages of policy implementation.