Artificial intelligence (AI) is rapidly evolving into more than just a technological instrument; it is increasingly recognized as a vital source of economic competitiveness, public-sector capability, strategic autonomy, and geopolitical influence. For the Turkic states, the pertinent inquiry is no longer whether AI will transform their economies and societies, but rather whether they can leverage their shared linguistic, cultural, and institutional resources to establish a genuinely integrated AI ecosystem.
Recent developments indicate that this potential is beginning to materialize. However, clarity is essential. Currently, there is no fully operational, unified “Turkic AI” system encompassing the entire Turkic world. Instead, a developing framework exists, comprising national AI strategies, digital government initiatives, human capital programs, common research objectives, and emerging projects under the auspices of the Organization of Turkic States (OTS). While the trajectory is promising, the institutional and technological ecosystem remains under construction.
A significant collective milestone was achieved in October 2024 with the convening of the Turkic States Artificial Intelligence Forum in Bishkek. The 2024 Bishkek Summit articulated several initiatives pertinent to the future of a shared Turkic AI ecosystem. These initiatives included the development of the Turkic Large Language Model, the integration of digital services via the Turkic Metaverse, the promotion of common information and communication technology standards, and the establishment of a Venture Fund for the Turkic States. The memorandum regarding the Turkic Large Language Model is particularly significant, as language technologies may offer the most distinctive comparative advantage available to the Turkic world.
A Turkic large language model could potentially process and generate content across Turkish, Azerbaijani, Kazakh, Kyrgyz, Uzbek, and other Turkic languages. Such a system could facilitate machine translation, digital education, public administration, cultural preservation, and cross-border communication, while also mitigating reliance on AI systems predominantly trained in English, Chinese, or other dominant languages. However, it is essential to differentiate between political commitment and technological implementation: the development of a common Turkic language model has been formally encouraged, but it should not yet be characterized as a completed or fully deployed regional AI platform.
The OTS’s 2026 Turkistan Summit further advanced this agenda. Hosted by Kazakhstan under the theme “Artificial Intelligence and Digital Development,” the summit framed AI and digital technologies as strategic instruments for economic integration, innovation, sustainable development, public service enhancement, and regional competitiveness. The Turkistan Declaration underscored that artificial intelligence also presents challenges related to ethical governance, cybersecurity, and data protection.
This marks a significant conceptual shift. The Turkic states are no longer merely discussing AI as a tool for economic modernization; they are increasingly framing it as a matter of regional governance. The declaration’s emphasis on coordinated action suggests that the future of Turkic AI collaboration may hinge not solely on algorithms and computing power, but also on shared regulations regarding data, accountability, security, and responsible innovation.
At the national level, Kazakhstan has emerged as one of the most ambitious actors in the region. The country has enhanced its institutional capacity for artificial intelligence and digital development, designating 2026 as the Year of Digitalization and Artificial Intelligence. AI applications are being integrated into public administration, infrastructure, and sectoral modernization. In the energy sector, Kazakhstan has announced plans to develop digital models and digital twins for components of its national energy system, utilizing AI-supported systems to enhance operational management, forecasting, and strategic decision-making.
Kazakhstan’s approach extends beyond the development of isolated AI applications; it aims to connect artificial intelligence with industrial policy, energy security, digital infrastructure, and economic diversification, positioning Kazakhstan as a potentially significant technological hub within the Turkic world. Nevertheless, the country’s national AI programs should not be conflated with a common Turkic AI initiative, as Kazakhstan is cultivating its own national ecosystem while simultaneously fostering multilateral cooperation through the OTS.
Uzbekistan has adopted an equally ambitious yet differently structured approach. Its Artificial Intelligence Development Strategy, approved in 2024 and extending to 2030, focuses on expanding AI-based products and services, enhancing digital infrastructure, and developing human capital. According to the Ministry of Digital Technologies, over twenty AI-based projects have already been implemented, with numerous additional projects in development for specific sectors and major enterprises.
Human capital development is central to Uzbekistan’s strategy. The country has initiated the “Five Million Artificial Intelligence Leaders” initiative, continuing its earlier “One Million Programmers” program. The objective is not solely to train elite specialists but to broaden AI literacy among students, educators, and youth, recognizing that AI competitiveness relies on a wide skills base rather than a limited number of technology firms. Uzbekistan is also expanding its international AI partnerships, with cooperation plans involving NVIDIA that include the potential development of AI computing infrastructure, university-based research capacities, educational programs, and an industrial AI center of excellence. These initiatives exemplify a strategy that intertwines domestic capacity building with access to global technological expertise.
Azerbaijan has implemented a more explicitly policy-driven framework through its Artificial Intelligence Strategy for 2025–2028, approved in March 2025. This strategy aims to accelerate AI research, improve technological infrastructure, strengthen governance mechanisms, and cultivate qualified human resources, assigning responsibility for implementation, monitoring, and evaluation to relevant state institutions. Notably, the Azerbaijani strategy emphasizes information security, directing relevant institutions to assess AI-related cybersecurity risks within public entities. This reflects an important reality: as AI becomes integrated into government services and critical infrastructure, technological capability must be complemented by institutional resilience. For Azerbaijan, AI development is thus linked not only to innovation but also to state security and digital sovereignty.
Türkiye entered the AI domain earlier with its National Artificial Intelligence Strategy for 2021–2025, focusing on human capital, research capacity, innovation, data infrastructure, and the responsible use of AI in public administration. Türkiye’s comparatively extensive technology ecosystem, defense industrial capacity, universities, and digital government infrastructure position it for a potentially significant role in a future Turkic AI network.
Türkiye’s contributions may be particularly valuable in integrating national AI capabilities with regional institutions. The country possesses experience in large-scale digital public services, technology entrepreneurship, and applied AI research. If these capabilities are harmonized with Kazakhstan’s infrastructure ambitions, Uzbekistan’s human capital initiatives, and Azerbaijan’s governance-oriented strategy, the Turkic world could develop a more complementary technological division of labor.
Kyrgyzstan’s significance should not be evaluated solely based on the size of its technology market. Bishkek hosted the inaugural OTS AI Forum and has been designated the Digital Capital of the OTS for 2025, establishing the country as an important platform for policy dialogue, digital cooperation, and regional knowledge exchange.
The Turkic states are also fostering technological collaboration beyond the narrow confines of AI. The 12U OTS-Sat Cube Satellite Project, which reached the final stage of manufacturing in 2026, is designed for Earth observation, in-orbit technology demonstration, and the development of shared space capabilities. Although the satellite itself is not an AI project, it may generate data and technological insights relevant to future AI applications in agriculture, environmental monitoring, disaster management, and smart infrastructure.
The broader context thus reveals a pattern of emerging technological convergence. The OTS has progressed from general declarations to institutional forums, language model cooperation, digital interoperability, common standards, and collaborative technology projects. However, substantial challenges remain. Member states exhibit varying levels of computing capacity, data infrastructure, research capability, and regulatory maturity. Establishing a common AI ecosystem will necessitate interoperable digital systems, secure data-sharing mechanisms, sustained research funding, and coordinated ethical standards.
The most significant challenge may be institutional in nature. Establishing a common Turkic AI ecosystem cannot be achieved solely through summit declarations. It necessitates the development of permanent research networks, shared computing resources, collaborative academic programs, interoperable datasets, and measurable implementation mechanisms. For instance, the Turkic Large Language Model will require extensive and meticulously curated multilingual datasets, common technical standards, and sustained institutional support.
Despite this, the Turkic world possesses several strategic advantages. The languages within this region share historical and structural connections; the states are increasingly collaborating through the Organization of Turkic States (OTS); and their economic and technological capabilities are potentially complementary. A future ecosystem could integrate Türkiye’s research and industrial strength, Kazakhstan’s digital infrastructure, Uzbekistan’s extensive skills programs, Azerbaijan’s governance initiatives, and Kyrgyzstan’s role as a regional platform for technological dialogue.
The primary concern is no longer whether the Turkic states will adopt artificial intelligence; they are already doing so. The more pressing question is whether they can transition from parallel national AI strategies to a collective technological capacity. If successful, artificial intelligence may not only serve as an instrument of national modernization but also establish a new foundation for regional integration.
Consequently, the future of Turkic cooperation may be influenced not only by transport corridors, energy networks, and trade routes, but also by data corridors, language models, and shared digital institutions. The next major integration project within the Turkic world may not be solely based on geographical considerations; it may also be constructed through algorithms.