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Analysis Region: 11 cities and counties in Chungcheongbuk-do
Core Regions:  Growth axis of Cheongju, Jincheon, Eumseong, and Chungju, and population decline areas of Jecheon, Boeun, Okcheon, Yeongdong, Goesan, and Danyang
Agenda: Verify whether investment in semiconductors, secondary batteries, bio, and AI, along with digital innovation, is re-concentrated around Cheongju, and whether a growth network for the entire Chungcheongbuk-do can be established by transforming existing regional industrial, population, education, and R&D structures into AX.
Golden Time Type: Opportunity + Structural Divergence Risk
Reference Date: August 28, 2026
Version: Regional AX Golden Time Intelligence v3.1

North Chungcheong Province's transition to AX is not proceeding on a level playing field. As of the end of 2025, Cheongju City accounted for 856,152 out of North Chungcheong's registered population of 1,596,502, representing **53.6%**. With more than half of the province's population concentrated in a single city, investment in semiconductors, secondary batteries, biotechnology, and AI is also accelerating, centered around the Cheongju region. ( North Chungcheong Provincial Government )

The SK Hynix investment in Cheongju, the Ochang Secondary Battery Specialization Complex, the Osong Bio Cluster, and the Chungbuk Advanced Materials AX Platform (scheduled for 2026), identified in No. 013, form a strong agglomeration effect in terms of industrial competitiveness. However, there is not yet sufficient evidence to prove that this agglomeration simultaneously enhances the innovation capabilities of Chungbuk's 11 cities and counties. While the province's core AX demand industries—semiconductors, secondary batteries, and biotechnology—are concentrated in the Cheongju region, six areas—Jecheon, Boeun, Okcheon, Yeongdong, Goesan, and Danyang—are designated by the government as regions experiencing population decline. Chungbuk Province is also separately operating a project to mitigate the educational gap targeting these six regions by 2026. ( Chungbuk Provincial Government )

Research materials from the North Chungcheong Provincial Council restructured 2024 data from the Korea Employment Information Service to classify Boeun, Okcheon, Yeongdong, Goesan, and Danyang as a high-risk group for extinction, and Chungju, Jecheon, Jeungpyeong, and Eumseong as areas entering the risk of extinction. Only Cheongju and Jinju were assessed as being in a relatively favorable group. While this classification is a research model and does not correspond to the official administrative extinction grades, it can be utilized as a Historical/Analytical Baseline to demonstrate the structural separation of the province's industrial and population bases . ( North Chungcheong Provincial Government )

Chungbuk’s AI policy for 2026 has also begun to recognize this gap. The Chungbuk Institute of Science and Technology Innovation (KISTI) is conducting a demand survey for a region-led AI transformation targeting local SMEs and is identifying new region-tailored projects that combine core digital technologies with semiconductors, secondary batteries, and biotechnology. Under the Industrial AX Leading Enterprise project, it supports the development of AI solutions and Proofs of Concept (PoCs) specialized for Chungbuk’s manufacturing sector, and has also pursued a separate package to relocate AI suppliers from the Seoul metropolitan area to the province. ( KISTI )

The question is where these AX resources will actually be deployed. If Chungbuk’s representative digital innovation hubs, AI and software suppliers, universities and research institutes, and demand companies for high-tech industries are once again concentrated in the Cheongju area, AI could function as a technology that reinforces the spatial concentration of industry and talent rather than alleviating existing regional disparities.

Conversely, North Chungcheong Province already possesses distinctive regional industrial assets. These include natural products and biotechnology in Jecheon, jujubes in Boeun, medical devices and lacquerware in Okcheon, fruit and food products in Yeongdong, organic farming and food products in Goesan, tourism and agri-food in Danyang, mobility and biotechnology in Chungju, and manufacturing and materials industries in Jincheon and Eumseong. In 2026, North Chungcheong Province launched a five-year project worth 5 billion won to connect the region-specialized materials of Jecheon, Boeun, Okcheon, Yeongdong, and Danyang with the development of AI-based functional ingredients. ( North Chungcheong Provincial Government )

The structure of this project suggests the direction of Chungbuk AX. Rather than creating Pangyo-style AI corporate complexes in every city and county, it is a method of upgrading the resources and industries already possessed by the region using AI .

Therefore, Chungbuk's Golden Time is not a time to disperse the growth of Cheongju. The key is to establish a Distributed Chungbuk AX Network within the next two to three years that connects Cheongju's AI, R&D, corporate, and university assets with the regional industrial issues of 10 other cities and counties, and enables non-Cheongju regions to independently form repeatable AX industrial models .

The spatial structure of Chungbuk shows strong asymmetry in both population and industry.

As of the end of 2025, the population of North Chungcheong Province is 1,596,502. Cheongju accounts for 856,152 people, or 53.6% of the total; Chungju for 206,540 people, or 12.9%; and Jecheon for 128,003 people, or 8.0%. These three cities alone constitute approximately three-quarters of the province's total population. ( North Chungcheong Provincial Government )

The industrial structure also shows a significant difference between the central manufacturing axis connecting Cheongju, Jincheon, Eumseong, and Chungju, and the southern and northeastern rural regions. Looking at the status of industrial complexes in North Chungcheong Province, Cheongju is densely populated with the Ochang Science Industrial Complex, Ochang 2nd Industrial Complex, Cheongju Technopolis, Osong Life Science Complex, Osong 2nd Life Science Complex, and the Urban High-tech Industrial Complex; meanwhile, industrial complexes linked to electrical and electronics, high-tech manufacturing, and innovation cities have been continuously formed in Jincheon and Eumseong. ( North Chungcheong Provincial Government )

The industrial structure of Jecheon, Boeun, Okcheon, Yeongdong, Goesan, and Danyang is relatively highly dependent on agri-food, tourism, natural products, and local resources. Even if a manufacturing base exists, it is difficult to achieve the concentration of R&D, specialized personnel, and venture investment found in the Cheongju region, which is centered around major semiconductor, battery, and biotech companies.

The fact that the Chungbuk Institute presented separate development paths for each city and county in its 2026 Regional Balanced Development Policy—specifically mobility components and stay-type healing tourism for Jecheon, rural industries for Boeun, talent, industry, and future technology for Okcheon, regionally specialized resources for Yeongdong, balanced regional development for Jeungpyeong, natural and local resources for Goesan, and tourism for Danyang—reflects the structural reality that the 11 cities and counties cannot be transformed into a single industrial model. ( Chungbuk Institute )

The spatial starting point of Chungbuk AX is therefore not a simple opposition between Cheongju and non-Cheongju.

The key point is that the central region, where advanced manufacturing and R&D are concentrated, and the region centered on population decline and regionally specialized industries, are starting digital transformation at different speeds .

The spatial concentration of high-tech industries is economically rational up to a certain level. The semiconductor, battery, and bio industries can secure higher productivity as supply chains, universities, R&D, skilled personnel, power, and logistics are located closer together. This is why the concentration in Cheongju itself cannot be interpreted as a failure of regional balance.

However, the effects of industrial agglomeration and regional diffusion are separate processes.

• Increase in investment in Cheongju ≠ Growth of Chungbuk as a whole
• AI business expansion ≠ 11 cities and counties AX
• Establishing digital innovation hubs ≠ Enhancing regional innovation capabilities
• Securing government funding ≠ Improving local company productivity
• Providing educational opportunities ≠ local talent settlement.

The fact that the 2026 Chungbuk-type AI Enterprise Relocation and Settlement Package is designed to attract AI suppliers from the Seoul metropolitan area to Chungbuk and connect them with demand companies in the semiconductor, secondary battery, and bio sectors is a policy signal that the province's internal AI supply base is not yet sufficient. With support limited to just three companies, the current phase is closer to securing initial suppliers than to transforming the entire ecosystem. ( Chungbuk Institute of Science and Technology Innovation )

The Industrial AX Leading Enterprise Development Project also supports the development of AI solutions specialized for Chungbuk's manufacturing sector, but based on the 2026 call for proposals, it was limited to three projects with a maximum budget of 120 million won per project. ( Chungbuk Institute of Science and Technology Innovation )

While these projects are important, their scale is still limited to transform the industrial structures and thousands of companies across 11 cities and counties. Going forward, the key is not the number of support projects, but the speed at which PoCs expand into repeatable industrial models .

We need to verify whether the connections are actually increasing, such as AI companies in Cheongju predicting the yield of the fruit industry in Yeongdong, bio research technology in Osong being applied to the development of functional raw materials in the natural product industry in Jecheon, and process AI in manufacturing companies in Jincheon spreading to quality control in medical device companies in Okcheon.

The regional gap in Chungbuk is likely to widen more rapidly in the future due to differences in AI utilization capabilities than simple differences in population and industry.

In the existing manufacturing gap, factories and industrial complexes were the primary assets. In the AX stage, access to data and AI providers, skilled personnel, demonstration partners, cloud services, and research institutions is added to this. Because regions with strong existing industrial bases can adopt AI more quickly and boost productivity again, a structure is formed in which the initial gap cumulatively widens.

Chungbuk has already conducted an AX demand survey targeting local SMEs while preparing for the 2026 Region-led AI Transformation Project. This demonstrates that the need for AI adoption by individual companies is not limited to specific high-tech industries but is spreading to general small and medium-sized manufacturing businesses. ( Chungbuk Institute of Science and Technology Innovation )

In addition, the Chungbuk Digital Industry New Project Discovery Program supports the application of AI, data, digital twins, and quantum computing not only to semiconductors, secondary batteries, and biotechnology, but also to regionally specialized industries and public services. ( Chungbuk Institute of Science and Technology Innovation )

This change shifts the unit of the Chungbuk AX strategy from industry to regional industry issues.

In Jecheon, the verification of functionality of natural raw materials and production standardization can be AX projects.

In Yeongdong, it is possible to predict climate risks, production volume, and distribution prices of fruit trees.

In Danyang, tourism AX utilizing tourist movement, duration of stay, and commercial area data can be key.

In Goesan, organic farming, food processing, and agricultural automation can become the center.

In Chungju, industrial convergence of mobility, bio, and logistics is possible.

The AX gap cannot be narrowed by making the number of AI companies equal across cities and counties.  The essential task is to reduce the disparities in core productivity of each region's industries and their ability to solve market problems using AI .

In Chungbuk's AX policy for 2026, the existing high-tech industry-centered strategy and the regional diffusion strategy are appearing simultaneously.

The Chungbuk Institute of Science and Technology Innovation's Regional Digital Innovation Hub project is promoting joint industry-academia-research collaboration in AI and AX, focusing on advanced IT manufacturing, semiconductors, secondary batteries, and biotechnology. In the call for proposals in June 2026, support for joint research was provided at a scale of up to 70 million won per project. ( Chungbuk Institute of Science and Technology Innovation )

At the same time, in planning new projects for the regional digital industry, central government open calls and state-funded projects are being planned by combining regional industrial demands with core technologies such as AI, data, and digital twins. ( Chungbuk Institute of Science and Technology Innovation )

More direct, region-specific AX initiatives have begun in non-Cheongju areas. North Chungcheong Province is implementing a 5 billion won project from 2026 to 2030 to upgrade specialized agricultural products and natural substances in five regions—Jecheon, Boeun, Okcheon, Yeongdong, and Danyang—into functional ingredients. Targeting Boeun jujubes, Danyang garlic, Okcheon lacquer tree sap, Jecheon broccoli, and Yeongdong persimmon peels, the project integrates AI infrastructure starting from the stages of active ingredient discovery and efficacy analysis. ( North Chungcheong Provincial Government )

This project holds greater structural significance than investment scale. This is because it moves away from a model of selling resources in declining population regions simply as agricultural products or processed goods, and instead shifts the flow from local resources to data, functional analysis, clinical trials, and regulatory approval, ultimately leading to high-value-added raw materials.

In the 2026 education policy, 'ChungBook-e' is being operated to provide online learning platforms and 1:1 mentoring to approximately 1,500 youths in six population-declining regions: Jecheon, Boeun, Okcheon, Yeongdong, Goesan, and Danyang. ( Chungbuk Provincial Government )

This demonstrates the policy perception that regional disparities are not merely an industrial issue but are linked to differences in education and talent supply .

However, current initiatives have a strong tendency to operate industrial, education, and population policies as separate business systems. Future AX policies must connect these into a single regional transition runtime: local industry → necessary job → education → business → settlement.

Chungbuk occupies a unique position in the national spatial structure. It is close to the Seoul metropolitan area and possesses national strategic industries such as semiconductors, batteries, and biotechnology, while at the same time, a significant number of cities and counties within the province are experiencing population decline and aging.

This structure differs from the general polarization between the capital region and non-capital regions. Within North Chungcheong Province, metropolitan-style high-tech industrial growth areas coexist with typical regions at risk of local extinction .

The 2026 study on balanced regional development in North Chungcheong Province also suggested that distinct strategies for industry, tourism, rural areas, and talent are needed for Jecheon, Boeun, Okcheon, Yeongdong, Jeungpyeong, Goesan, and Danyang following the 9th popular election term. ( Chungbuk Institute )

Therefore, Chungbuk AX cannot replicate the AI ​​company cluster model of the metropolitan area throughout the entire province.

Cheongju is highly likely to play the role of an AI Supply Hub, centered on AI suppliers, universities, R&D, and advanced manufacturing.

Jincheon, Eumseong, and Chungju can become demand regions for manufacturing AX and logistics and mobility.

Jecheon, Boeun, Okcheon, Yeongdong, Goesan, and Danyang can be differentiated as AI Application Testbeds in the fields of agriculture and life sciences, bio, tourism, and regional services.

The competitiveness that Chungbuk can secure does not lie in all regions possessing the same AI industry.  It lies in networking AI supply capabilities and different industrial demonstration sites within a single metropolitan area .

53.6% of Chungbuk's population resides in Cheongju. ( Chungbuk Provincial Government )

The six cities and counties designated by the government as areas of population decline are Jecheon, Boeun, Okcheon, Yeongdong, Goesan, and Danyang, accounting for more than half of the total 11 cities and counties in North Chungcheong Province. ( North Chungcheong Provincial Government )

Research materials from the North Chungcheong Provincial Council classified the five counties of Boeun, Okcheon, Yeongdong, Goesan, and Danyang as being at high risk of extinction; Chungju, Jecheon, Jeungpyeong, and Eumseong as entering the risk of extinction; and Cheongju and Jincheon as relatively stable areas. ( North Chungcheong Provincial Government )

In the industrial sector, key anchors and research institutions for semiconductors, secondary batteries, and biotechnology are concentrated in Cheongju. On the other hand, the AX project, a representative industry for population-declining regions projected for 2026, is designed with a total budget of 5 billion won across five cities and counties, amounting to 1 billion won per city/county . ( Chungbuk Provincial Government )

A simple comparison of investment amounts is not appropriate. Capital investment by large corporations and R&D budgets for regional industries differ completely in purpose and nature.

However, it is confirmed that the scale of investment and the speed of innovation asset formation vary significantly by region.

In Cheongju, high-tech industrial investments worth tens to hundreds of trillions of won are underway, and demand for AI suppliers, universities, and R&D is expanding simultaneously.

On the other hand, regions experiencing population decline are initiating the high value-added transformation of existing local industries through projects ranging from hundreds of millions to billions of won.

If this structure persists for a long time, there is a possibility that the Chungbuk AX will be separated into a high-speed AX region and a low-speed AX region .

Therefore, the key to regional balance is not equal budget allocation, but managing the difference in AX transition speeds by region so that it does not exceed a certain level .

Chungbuk's first Readiness GAP is the spatial imbalance of AI supply capabilities . The Cheongju region, where demand-side companies in advanced industries, research institutes, and universities are concentrated, is the most favorable environment for AI companies to settle. Since the relocation projects of AI suppliers from the Seoul metropolitan area to Chungbuk are premised on collaboration with demand-side companies, there is a possibility that they will ultimately re-concentrate in existing advanced industrial zones. ( Chungbuk Institute of Science and Technology Innovation )

The second factor is the difference in the level of data integration across regional industries . While the semiconductor and battery industries already generate large-scale process and quality data, agriculture, tourism, and small-scale food processing are highly likely to have data that is unstandardized or fragmented. Consequently, even when applying the same AI support programs, initial readiness is bound to differ.

The third is the Talent Readiness Gap . The very fact that the educational gap in regions with declining populations is being compensated for through separate online education programs demonstrates that access to education and talent is unequal. ( Chungcheongbuk-do Provincial Government )

The fourth factor is the difference in financial resources and business planning capabilities . Large cities like Cheongju and Chungju can relatively easily secure specialized organizations, universities, and research institutes to plan central government public competitions and large-scale industrial projects. In contrast, it is difficult for small county regions to internally maintain a business planning workforce of the same caliber.

The fifth point is the gap between supporting local industries and connecting them to markets . Even if candidate functional ingredients are identified by analyzing regionally specialized resources with AI, the research support ends there if it does not lead to actual approval by the Ministry of Food and Drug Safety, production standardization, corporate demand, contracts, or exports.

The spatial gap in Chungbuk AX is ultimately likely to be determined by differences in regional capabilities to convert AI into economic outcomes rather than technological accessibility.

In order to make the entire Chungbuk region into a single AX economic zone, it is necessary to share the AI ​​supply base being formed in Cheongju rather than replicating it in each city and county.

The key is Shared AX Infrastructure .

It is inefficient to deploy large-scale AI models, computing, materials analysis, industrial data experts, and university researchers in every military district. A more realistic structure involves utilizing Cheongju's AI and R&D infrastructure as a shared regional asset and connecting regional industrial data via remote and secure means.

What is needed in each region is the Problem Owner rather than the AI ​​supplier itself .

Natural product companies in Jecheon, fruit farms and processing companies in Yeongdong, food companies in Goesan, and medical device companies in Okcheon must be able to structure actual industrial problems and conduct joint demonstrations with AI suppliers and universities in Cheongju.

The structure established by the Chungbuk Institute of Science and Technology Innovation to have experts from industry, academia, research institutes , and government jointly plan new regional digital projects for 2026 can be seen as an early form of such a network.

In terms of data, the Chungbuk Regional Data Commons is needed.

Data for city and county specialized industries, such as agriculture, tourism, manufacturing, medical devices, and natural products, must be standardized and accumulated in an analyzable format while protecting sensitive information.

Talent policy should also be linked to local industry job functions rather than general AI education.

If a structure is not established where local industry issues lead to necessary AI capabilities, followed by education, demonstration, and finally employment or startup in local companies, there is a high likelihood that trained talent will move back to Cheongju or the Seoul metropolitan area.

The performance of Chungbuk AX should be evaluated based on the productivity of local companies and the settlement conditions of residents, rather than the number of AI projects.

The 2026 Specialized Materials Project for Population Decline Areas presented a structure that transforms agricultural products and natural resources from cities and counties into high-value-added functional raw materials, connecting this to the establishment of youth bio-ventures through the provision of raw material usage rights and the opening of public data. ( Chungcheongbuk-do Provincial Government )

The success of this project should not be measured by the number of research reports, but must be linked from the recognition of functional ingredients → commercialization → purchase of local ingredients → farm income → youth entrepreneurship → local employment.

The same applies to education. The mere fact that the Chungbuk-e project provided learning opportunities to 1,500 students does not mean that the future intelligence gap in regions experiencing population decline has been resolved. In the long term, we must identify pathways leading to further education, digital competency, admission to local universities, and employment in local industries. ( Chungbuk Provincial Government )

For corporate AX as well, the actual production process application rate, cost reduction, revenue, and changes in employment are more important than the PoC completion rate.

For local residents, the arrival of AX should be defined not as having experienced AI services, but as the formation of a structure in which they are not at a disadvantage in future industries and education and employment opportunities even if they remain in the region .

The spatial structure of Chungbuk can be broadly classified into four different AX conditions.

Cheongju is an Innovation Anchor where semiconductor, battery, bio, and AI supply and R&D are concentrated .

Jincheon, Eumseong, Jeungpyeong, and Chungju are highly likely to function as a Manufacturing Diffusion Belt connected to manufacturing, industrial complexes, innovation cities, and mobility.

Jecheon is a Northern Convergence Node capable of combining natural products, biohealth, tourism, and mobility .

Boeun, Okcheon, Yeongdong, Goesan, and Danyang are close to the Population-Decline AX Zone , which needs to connect bio-agriculture, food, tourism, and natural resources with AI.

Applying the same AI policy to each region is unlikely to reduce existing disparities.

Cheongju needs advanced AI R&D and industrial platforms.

In Jincheon and Eumseong, manufacturing AX and supply chain automation can be prioritized.

In Jecheon, the convergence of bio and natural products with tourism and healthcare is important.

In Yeongdong, Boeun, Goesan, and Danyang, there is a need for shared AI services that small businesses and farms can also utilize.

Allocation of identical projects that does not reflect regional Readiness differences may ensure policy equity, but it is difficult to reduce the gap in AX transition speeds .

In 2026, the spatial AX structure of Chungbuk has not yet become entrenched.

In Cheongju, investments in semiconductors, batteries, and biotechnology, as well as AI platforms, are rapidly expanding. At the same time, the attraction of Chungbuk-style AI suppliers, the development of industrial AX solutions, digital innovation hubs, and regionally-led AI transformation projects are in their initial stages. ( Chungbuk Institute of Science and Technology Innovation )

AI projects for natural products and functional ingredients, as well as region-specialized digital businesses, are now beginning in non-Cheongju areas as well. ( Chungbuk Provincial Government )

If AI suppliers and R&D institutions settle intensively around Cheongju over the next two to three years, and the regional industry AX project is also designed around advanced manufacturing, it will be difficult to readjust the spatial structure of innovation assets within the province thereafter.

In the meantime, the outflow of students, youth, and skilled professionals may continue in regions experiencing population decline. As the digital transformation of local industries lags behind, there is a possibility that a vicious cycle will be created in which disparities in productivity, wages, and jobs further accelerate population migration.

Conversely, if Cheongju's current innovation assets are connected to issues in other cities and counties, the entire North Chungcheong Province can function as a demonstration market for different industries from the perspective of AI companies.

The irreversible risk for Chungbuk is not limited to the widening population gap between cities and counties.

The greater risk is the entrenchment of a structure where Cheongju produces AI and non-Cheongju regions consume it .

12-1. Golden Time Application Case in Basic Local Governments ① — Jecheon City

Jecheon is a representative small-to-medium-sized city in North Chungcheong Province experiencing simultaneous population decline and industrial transformation. Despite being designated by the government as a region with population decline, it possesses multiple industrial assets, including natural products and biotechnology, mobility components, and healing and stay-type tourism. In the 2026 Balanced Development Policy by the Chungbuk Institute, a separate strategy was presented for Jecheon to serve as a hub for stay-type healing tourism and the mobility components industry. ( Chungbuk Institute )

As part of North Chungcheong Province's 2026 Project for the Advancement of the Natural Products Industry in Population Decline Areas, Jecheon is pursuing AI-based component screening and the development of functional ingredients targeting the immune-boosting properties of broccoli . Existing bio assets, such as the Oriental Medicine and Natural Products Center at Chungbuk Technopark, will also be utilized. ( North Chungcheong Provincial Government )

Jecheon's AX pathway is more efficient by connecting Osong's research, regulatory, and corporate networks with Jecheon's natural products and local materials, rather than replicating Cheongju's bio cluster.

Local Resources → AI Ingredient Search → Standardization → Efficacy Verification → Licensing → Corporate Commercialization → Contract Farming/Local Procurement

If the structure is established, agriculture and biotechnology can be combined into a single industrial value chain.

If mobility and tourism data are also established as separate AX industrial axes, Jecheon can move beyond its administrative classification as a region with a declining population and transform into an industrial demonstration hub in the northern region .

The Golden Time lies not in the success of attracting national industrial complexes or large corporations, but in the moment when each currently emerging business is connected into a single regional ecosystem of data, talent, and companies.

12-2. Golden Time Application Cases in Basic Local Governments ② — Yeongdong-gun

Yeongdong has a smaller industrial scale than Jecheon and is a region highly dependent on agriculture, fruit farming, and tourism. If the same strategy for attracting AI companies is applied, it will be difficult to compete with Cheongju and Chungju.

In North Chungcheong Province's specialized materials project for 2026, Yeongdong is conducting raw material standardization and AI-based analysis of components and efficacy targeting the blood sugar regulating functionality of persimmon peels. ( North Chungcheong Provincial Government )

The potential of Yeongdong's AX lies in the fact that this project is not limited to the development of a single functional ingredient. By accumulating production, climate, quality, demand, and processing data for existing agri-food assets such as grapes, persimmons, and wine, it is possible to connect climate forecasting → crop conditions → quality → production volume → processing → price → tourism and consumption into a single agri-food intelligence.

If the structure involves AI companies and universities in Cheongju providing analysis technology and Yeongdong providing actual agricultural, food, and tourism data, regional AX is possible without relocating AI companies to Yeongdong on a large scale.

The region's comparative advantage stems not from its AI supply capacity, but from the fact that it possesses unique industrial problems that AI needs to learn from and solve .

Yeongdong’s Golden Time is not the point at which the number of AI companies increases, but the point at which local resources are transformed from the sale of raw materials into a high-value-added structure that combines data, functionality, branding, and tourism.

The biggest risk is that Chungbuk's industrial and population gaps will turn into AX productivity gaps .

If manufacturing companies in Cheongju increase productivity and expand high-skilled jobs through AI, while companies in non-Cheongju regions remain stuck in existing labor-intensive production methods, the gap in wages and talent acquisition capabilities will widen again.

The second factor is the youth population. If the structure persists where it is difficult to find opportunities for education, employment, and high-tech industries in regions experiencing population decline, it will be difficult to reverse the trend of young people raised in the region migrating to Cheongju and the metropolitan area.

The third factor is the entrenchment of low value-added in regional industries. Unless region-specific agricultural products, tourism, and natural resources are combined with AI, biotechnology, and data, there is a high likelihood that an industrial structure centered on raw materials, simple processing, and visitor numbers will persist.

The fourth point is the fiscal efficiency of metropolitan policies. If each city and county independently builds small-scale AI platforms and systems, it may lead to duplicate investments and low utilization rates.

The fifth point is data. If we do not start accumulating data on production, distribution, tourism, and consumption in local industries now, we will face a persistent lack of training data in the region even if we attempt to apply AI models in the future.

The time risk for Chungbuk is not the issue of introducing AI after the population has declined.  It lies in losing the very foundation for the AX transition due to the failure to accumulate local data while industries and talent are leaving .

Although Chungbuk is a small metropolitan area in terms of scale, this aspect may actually be advantageous for building an AX network.

If all 11 cities and counties share the AI ​​supply chain for semiconductors, batteries, and bio secured in Cheongju and provide regional industrial problems as demonstration projects, the entire Chungbuk region can function as a single Distributed AX Laboratory .

Large enterprise-centered industrial regions provide advanced industrial AI.

Manufacturing cities demonstrate processes, robots, and logistics.

Rural areas demonstrate smart agriculture and agro-bio AI.

Tourism areas validate data on movement, consumption, and resident population.

Areas with declining populations can demonstrate AI in healthcare, care, education, and administration.

Once this network is established, the small regional scale will not be a disadvantage for AI providers, but will instead transform into an environment where PoCs for various industries can be conducted within a short distance .

In addition, since there is no need to foster separate AI industries in each region, the efficiency of public investment can also be increased.

The criteria for balanced development in North Chungcheong Province can also shift from distributing the population equally to securing sustainable high-value-added industries and essential services in each region .

The core operational structure of Chungbuk AX balanced development needs to be designed as follows: Cheongju AI·R&D Anchor → City/County Problem Bank → Joint PoC → Application to local companies → Sales/Productivity → Local employment → Settlement.

Opportunity + Structural Divergence Risk

The AX gap among the 11 cities and counties of North Chungcheong Province cannot yet be considered entrenched.

Cheongju’s cluster of semiconductor, secondary battery, and bio industries serves as a powerful Innovation Anchor that the entire Chungbuk region can utilize. Furthermore, policy measures to expand this are being simultaneously implemented, including a region-led AI transformation, leading industrial AX companies, the relocation of AI suppliers, and digital innovation hubs, all scheduled for 2026. ( Chungbuk Institute of Science and Technology Innovation )

New evidence is also being confirmed outside the Cheongju region. Projects combining the specialized resources of five cities and counties experiencing population decline with AI and biotechnology have begun, and initiatives to mitigate educational disparities are being implemented in six other declining regions. ( Chungbuk Provincial Government )

Therefore, the possibility of regional spread exists.

However, given that 53.6% of the population and most high-tech industry anchors are concentrated in Cheongju, if AI companies, R&D centers, and top talent also concentrate in the same area, there is a high possibility that existing disparities will be reproduced as an industrial AX gap. ( Chungbuk Provincial Government )

The current danger facing Chungbuk is not a static problem of the existence of underdeveloped regions.

There is a possibility that the speed gap between regions will structurally widen as leading regions grow faster through AX .

Therefore, the final assessment is Opportunity + Structural Divergence Risk .

1. Number of AI and SW companies by 11 cities and counties
2. New relocation areas for AI suppliers
3. AI·AX project budget by city/county
4. Regional distribution of Industrial AX participating companies
5. Actual process application rate after PoC
6. Productivity and cost improvement effects per firm
7. R&D investment amount by city/county
8. Distribution of corporate research institutes
9. Regional distribution of joint projects between universities and research institutes
10. Utilization rate of Cheongju AI infrastructure by non-Cheongju companies
11. High-tech industry employment by city/county
12. Number of hires for AI and digital positions
13. Youth net migration
14. Youth regional employment rate and retention rate
15. Changes in educational disparities among students in population-declining regions
16. Aging rates and working-age population by region
17. Regional Specialized Resource AX Commercialization Rate
18. Number of functional ingredient recognitions and commercializations
19. New sales and exports by local companies
20. Farm and Producer Raw Material Supply Contract
21. Number of cases of manufactured AX spreading in cities and counties
22. Tourism, Agriculture, and Welfare AI Application Areas
23. Number of Regional Data Commons datasets
24. Number of joint AI projects between metropolitan and city/county
25. AX productivity gap between Cheongju and non-Cheongju regions

The most significant data gap at present is that it is difficult to compare, using a single public dataset, which cities and counties the Chungbuk AX budget and projects are actually being invested in, and how corporate productivity, employment, and youth settlement have changed by region as a result .

Runtime Chain

Existing local industries → Data-driven → AI approach → PoC → Field application → Productivity/Commercialization → Employment/Income → Youth settlement → Reinvestment in local industries → Widening or narrowing the AX gap in cities/counties

The first piece of evidence for assessing the spatial structure of Chungbuk AX is population concentration. By the end of 2025, Cheongju will account for 53.6% of Chungbuk's total population of 1,596,502, with 856,152 residents. This population concentration in Cheongju is overwhelming, even when compared to Chungju (12.9%) and Jecheon (8.0%). ( Chungbuk Provincial Government )

The second piece of evidence is the widespread distribution of areas experiencing population decline. Six cities and counties—Jecheon, Boeun, Okcheon, Yeongdong, Goesan, and Danyang—are designated as areas of population decline, and North Chungcheong Province has set educational disparities in these regions as a separate policy target for 2026. ( North Chungcheong Provincial Government )

The third point is the initial stage of the AX supply base. North Chungcheong Province and the Chungbuk Institute of Science and Technology Innovation have launched a project to attract AI suppliers from the Seoul metropolitan area to North Chungcheong by 2026 and connect them with local demand companies in the semiconductor, secondary battery, and bio sectors. With only three companies selected, this demonstrates that the expansion of the AI ​​supply ecosystem is still in its early stages. ( Chungbuk Institute of Science and Technology Innovation )

The fourth point is the actual demonstration structure of Industrial AX. The Industrial AX Leading Enterprise Project supported the development of AI solutions specialized for the manufacturing sector while making Proof of Concept (PoC) mandatory. Policy has begun to incorporate a direction aimed at verifying effectiveness in actual production sites, rather than merely declaring the adoption of AI. ( Chungbuk Institute of Science and Technology Innovation )

The fifth is a new AX approach emerging in regions experiencing population decline. A project to enhance agricultural and natural resources in Jecheon, Boeun, Okcheon, Yeongdong, and Danyang through AI-based functional analysis and bio-raw material development began in 2026. This differs from the approach of dismantling existing industries in declining regions to attract new AI industries. ( Chungcheongbuk-do Provincial Government )

The sixth point is that North Chungcheong Province itself is strengthening differentiated strategies by region. In the 2026 regional balanced development policy of the Chungbuk Institute, Jecheon, Boeun, Okcheon, Yeongdong, Jeungpyeong, Goesan, and Danyang are not grouped together as a single underdeveloped zone, but are instead designed with distinct growth paths for industry, tourism, rural areas, talent, and local resources. ( Chungbuk Institute )

Structural insights remaining from this analysis

The most inefficient way to resolve the AX gap among the 11 cities and counties of North Chungcheong Province is to build one in each of the 10 cities and counties that is in Cheongju .

The approach of attracting AI companies one by one, establishing AI centers one by one, and building platforms separately can create administrative balance, but it is unlikely to build industrial competitiveness.

High-tech industries require agglomeration.

Cheongju's concentration on semiconductors, secondary batteries, and biotechnology is a core asset that Chungbuk should strengthen, not a problem it should weaken on its own.

However, agglomeration and monopoly are different.

Companies and research facilities can be concentrated in Cheongju.

There is no need for technology and opportunities to be monopolized by Cheongju.

This distinction is the core of Chungbuk AX balanced development.

Cheongju can become an AI Supply Hub, and Yeongdong can become an AI demonstration area for agri-food.

Osong can become a bio research hub, and Jecheon can become a region for the demonstration and commercialization of natural functional ingredients.

A researcher at Chungbuk National University can solve the problems of food companies in Goesan, and an AI company in Cheongju can predict tourism demand in Danyang.

In this structure, the location of the factory and the area benefiting from innovation do not necessarily coincide.

Local Value Capture presented in No. 013 is also redefined from this perspective.

If the knowledge and technology of high-tech industries generated in Cheongju are converted into productivity and revenue for companies in other cities and counties, the concentration in Cheongju becomes the growth engine for the entire Chungbuk.

Conversely, if Cheongju's large-scale investments and AI technology circulate only within the city, the same success could create the largest spatial gap within Chungbuk.

Therefore, the key indicator of Chungbuk AX should be the Innovation Diffusion Rate, not the number of AI centers.

What percentage of Cheongju's AI and R&D assets have carried out joint projects with non-Cheongju companies?

How many non-Cheongju companies have applied AX to their actual processes?

How many new products and companies have emerged from regionally specialized industries?

How many young people who received AI, bio, and digital education remained in the region?

This indicator shows Chungbuk's AX balanced development more accurately.

The same applies to areas with declining populations.

It is not realistic to consider increasing the population again immediately as an achievement of AX.

Even if the working-age population decreases, if the productivity of local businesses is maintained through AI and automation, the added value of local resources is increased, and access to medical care, education, and transportation is improved, it is possible to create a sustainable local economy even with a declining population .

This is the realistic goal that AX must have in the era of regional extinction.

Chungbuk has another strength.

Within a metropolitan area of ​​1.59 million people, there are world-class high-tech manufacturing, rural areas, tourism, biotechnology, natural products, small and medium-sized cities, and areas with declining populations.

This structure poses a risk of regional disparity, but at the same time, it is a condition that allows the most diverse AX demonstrations in South Korea to be conducted within a single metropolitan area .

Therefore, balanced development in North Chungcheong Province is more suitable to be designed with one AI/R&D base + 11 regional problems + different industrial demonstrations rather than distributing the same industry to 11 cities and counties .

This is also why the next two to three years are important.

Currently, a spatial structure of AI suppliers, infrastructure, universities, and demonstration projects is being established.

If a wide-area sharing system is not established during this period, individual industrial support systems will become entrenched by region.

Afterwards, the difference in the speed of AX transition between Cheongju and non-Cheongju regions is highly likely to further reinforce the differences in corporate location, wages, youth mobility, and fiscal capacity.

Golden Time Thesis — The AX Golden Time for the 11 cities and counties of Chungcheongbuk-do is not a time to forcibly disperse Cheongju’s semiconductor, secondary battery, bio, and AI assets. The key is whether we can establish a Distributed Chungbuk AX Network within the next two to three years by strengthening Cheongju as an AI and R&D supply hub and connecting that technology to the actual industrial problems of the 10 cities and counties, such as Jecheon’s natural products, Yeongdong’s agri-food, Goesan’s food industry, Danyang’s tourism, and Chungju’s mobility. Otherwise, the existing population and industrial disparities are highly likely to become entrenched as an AX productivity gap between "regions that grow faster by utilizing AI" and "regions that remain merely consuming AI."