AI Infrastructure Intelligence for Ohio

## Praevoium Intelligence Brief: Ohio (OH) AI Infrastructure Landscape **Date:** July 2026 **I. AI Data Center Activity** Ohio is emerging as a significant location for data center development, driven by its central geographic location, access to power, and relatively lower operating costs compared to established Tier 1 markets. While specific AI-centric data centers are not always explicitly designated as such, the increasing demand for high-performance computing (HPC) and specialized AI workloads is influencing development. * **Known Projects and Operators:** * **Amazon Web Services (AWS):** AWS has a substantial presence in Ohio, with multiple data center campuses. While specific MW capacities for individual campuses are proprietary, their overall investment indicates significant scale. These facilities are designed to support a wide range of cloud services, including those requiring substantial compute for AI/ML. * **Google Cloud:** Google operates a large data center campus in New Albany, Ohio. This facility is a critical component of Google's global infrastructure and supports various cloud services, including advanced AI capabilities. * **Meta (Facebook):** Meta has a significant data center campus in New Albany, Ohio. This facility is designed to handle the immense data processing and storage requirements of Meta's platforms, which increasingly rely on AI for content moderation, recommendation engines, and other functionalities. * **Microsoft Azure:** Microsoft also has a presence in Ohio, contributing to the state's growing hyperscale data center footprint. * **Other Enterprise and Colocation Providers:** Various enterprise data centers and colocation providers, such as CyrusOne and QTS, operate facilities in Ohio, catering to diverse client needs, including those with AI workloads. * **MW Capacity:** Precise, publicly disclosed MW capacities for all individual data centers are not consistently available due to proprietary considerations. However, based on the scale of hyperscale investments by AWS, Google, and Meta, each campus likely represents hundreds of megawatts (MW) in planned or operational capacity, with phased expansions common. Projections indicate continued growth in MW demand, particularly for facilities optimized for high-density AI racks. **II. Power and Grid Infrastructure** Ohio possesses a robust power grid and a competitive utility landscape, which are attractive factors for data center development. * **Interconnection Queue:** The interconnection queue for new generation and large load facilities, primarily managed by PJM Interconnection, shows substantial activity. While specific data center load applications are not always publicly itemized, the overall volume of new load requests within PJM reflects the growing industrial demand, including data centers. PJM's queue management processes and timelines are critical considerations for developers. * **Utility Landscape:** * **AEP Ohio (American Electric Power):** AEP Ohio is the largest electric utility in the state, serving a significant portion of the data center corridor in central Ohio. AEP has been proactive in working with hyperscale developers to meet their substantial power requirements. * **Duke Energy Ohio:** Serves southwestern Ohio. * **FirstEnergy (Ohio Edison, Cleveland Electric Illuminating Company, Toledo Edison):** Serves northern and central Ohio. * **Municipal Utilities and Electric Cooperatives:** A network of smaller utilities also provides power across the state. * **Renewable Energy:** Ohio has increasing renewable energy generation, particularly solar and wind, which can contribute to meeting corporate sustainability goals for data center operators. However, the primary power source for most large data centers remains the grid mix. **III. Permitting and Regulatory Environment** Ohio generally offers a favorable permitting and regulatory environment for large-scale industrial projects, including data centers. * **State Level:** The Ohio Department of Development actively promotes economic growth and offers incentives for data center projects. The Ohio Environmental Protection Agency (Ohio EPA) oversees environmental permitting. * **Local Level:** Permitting processes are primarily managed at the local level (county and municipal). Jurisdictions such as New Albany have developed streamlined processes and dedicated resources to facilitate data center development, recognizing the economic benefits. * **Incentives:** Ohio offers various incentives, including sales tax exemptions on data center equipment, property tax abatements, and workforce development programs, which are significant drivers for investment. These incentives are often negotiated on a project-by-project basis. **IV. Semiconductor and Supply Chain Presence** Ohio is experiencing a resurgence in semiconductor manufacturing and a strengthening of its associated supply chain, which will have long-term benefits for AI infrastructure. * **Intel Fab Project:** Intel's planned multi-billion dollar semiconductor manufacturing facility in Licking County is a transformative development. This facility will produce advanced logic chips, critical for AI processing. * **Supply Chain Implications:** The Intel investment is expected to attract a robust ecosystem of suppliers, manufacturers, and research institutions in the semiconductor and advanced manufacturing sectors. This will create a more resilient and localized supply chain for components essential to AI hardware, including processors, memory, and specialized cooling systems. * **Research and Development:** Ohio's universities and research institutions are actively engaged in semiconductor research and development, further bolstering the state's position in the AI hardware ecosystem. **V. Overall Infrastructure Investment Climate** Ohio's overall infrastructure investment climate for AI is currently **Tier 2, with strong indicators of transitioning to Tier 1.** * **Tier 2 Characteristics:** * **Established Hyperscale Presence:** Multiple hyperscale operators have significant investments. * **Competitive Power Costs:** Generally favorable power rates compared to Tier 1 markets. * **Strong State and Local Incentives:** Aggressive incentive packages to attract development. * **Developing Fiber Infrastructure:** Robust but still expanding fiber optic networks. * **Emerging Talent Pool:** Growing but not yet as deep as Tier 1 markets for specialized data center and AI talent. * **Transitioning to Tier 1 Indicators:** * **Intel Fab Project:** This single investment fundamentally alters Ohio's position in the global technology supply chain, directly impacting AI hardware availability and innovation. * **Persistent Hyperscale Expansion:** Continued expansion by major cloud providers signals long-term confidence in the region. * **Focus on Advanced Manufacturing:** State-level initiatives to foster advanced manufacturing and technology. * **Increasing AI/ML Research:** Growing academic and private sector investment in AI/ML research and development. Ohio is poised to become a critical hub for AI infrastructure, driven by its strategic location, power resources, supportive regulatory environment, and the catalytic effect of major semiconductor investments.