This research aims to identify the most promising artificial intelligence (AI) mechanisms and develop recommendations for enhancing these mechanisms in implementing innovative policy within the sustainable development framework of the Kyrgyz Republic. To achieve this, the authors conducted a regression analysis based on the empirical experience of Central Asian countries in 2025 to assess the impact of AI mechanisms on the targeted outcomes of the innovative policy implemented within these countries’ sustainable development systems. The conclusion is that in Central Asian countries, including the Kyrgyz Republic, the most effective AI mechanisms that systemically improve the outcomes of innovative policy within the sustainable development framework are AI implementation and AI financing. The theoretical contribution of this finding lies in the fact that a more precise delineation of the spectrum of relevant AI mechanisms has enhanced the management apparatus of innovative policy in the sustainable development systems of Central Asian countries while also expanding the capabilities for planning and forecasting the results of the innovative policy implemented in the Kyrgyz Republic’s sustainable development framework. The practical contribution of the proposed applied solutions to enhance the most in-demand AI mechanisms is that their implementation will increase the effectiveness of the innovative policy within the Kyrgyz Republic’s sustainable development framework. Moreover, it will also facilitate the successful execution of the action plan for integrating human rights into the business environment and practices of the Kyrgyz Republic.