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Energy Firms Have Partnered to Power AI Infrastructure

New infrastructure collaborations aim to manage the surging power demands of AI and data center workloads.

Updated on Oct. 1, 2026 in Data Centers

Bold flat-color editorial illustration featuring a geometric battery block and power conduit, representing infrastructure for data center energy management.
Three corporate partnerships led by Linxon and TerraFlow Energy will integrate advanced battery storage systems into data centers to manage surging AI power demands. AI Illustration. Upload story photo >

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Three separate corporate groups have launched strategic partnerships to integrate advanced battery storage and energy architecture into data centers. These efforts are designed to buffer rapid changes in power demand caused by high-performance AI compute.

Why it matters

As AI and data center workloads continue to rise, power infrastructure must evolve to handle increasing demand and stability requirements. Integrating energy storage directly into these systems helps ensure consistent performance during intense compute cycles.

The partnerships integrate long-duration uninterruptible power systems with solid-state transformer technology and advanced inverters. Samsung has committed US$1 billion to the Helix Digital Infrastructure strategy, building upon US$10 billion in prior capital.

The players

Samsung

This global technology conglomerate has committed significant capital to digital infrastructure development.

KKR

This investment firm is the parent organization that formed Helix Digital Infrastructure.

Hitachi Energy

This company specializes in power grid technologies, inverters, and control systems for infrastructure projects.

Linxon

This firm operates as an engineering, procurement, and construction integrator for major energy projects.

FTC Solar

This provider focuses on solar energy solutions, including racking and tracking hardware.

The details

Linxon will serve as the lead integrator, with Hitachi Energy supplying inverters and control systems while FTC Solar provides racking and trackers. Separately, TerraFlow Energy and DG Matrix are deploying integrated vanadium redox flow battery architecture to support data servers in the United States.

Timeline

  1. September 28, 2026: Samsung announced a US$1 billion investment in Helix.

  2. September 28, 2026: TerraFlow and DG Matrix announced their technology deployment.

  3. September 29, 2026: Linxon, Hitachi Energy, and FTC Solar announced their collaboration.

The Tech Race

These projects mark a departure from traditional energy provisioning, shifting toward integrated, high-capacity systems designed for modern compute needs. By bypassing legacy power limitations, companies are racing to build the backbone required for the next generation of AI.

These upgrades aim to prevent outages and manage the high power intensity of modern data centers, potentially stabilizing cloud service access for the average user. As infrastructure improves, consumers may experience more reliable performance from AI-driven tools and digital services.

The takeaway

The move to integrate localized battery storage and solid-state transformers reflects the critical necessity of powering massive computational workloads. Efficient energy management has become as vital to technology companies as the processing power itself.

Further reading

Learn more about the evolving landscape of power needs by exploring our Data Centers section.

Live Poll

Should private AI data centre projects receive significant local property tax abatements?