TransGrid Energy LLC (TransGrid), an energy infrastructure company developing, owning and operating utility-scale generation and storage assets, today announced the market introduction of EnergyFluoTM, its agentic AI energy management system (EMS), expanding the company’s capabilities to help data centers and other large-load customers not only access the power they need, but optimize how that power is used.

As energy demand from data centers and other large-load customers outpaces traditional grid infrastructure, customers face three increasingly interconnected challenges: securing power quickly, accessing power where they need it (rather than only where the existing grid has capacity), and optimizing available power to reduce costs and monetize excess capacity. TransGrid has traditionally addressed the first two challenges by developing and operating utility-scale power generation and battery storage projects. EnergyFluo adds an intelligent software layer designed to help address the third while also creating greater flexibility across the energy system. By intelligently optimizing energy use, EnergyFluo can enable data centers to operate as flexible grid resources, helping unlock additional capacity for critical IT load, alleviate grid constraints and potentially support faster interconnection while maintaining operational reliability and uptime.

“Large-load customers increasingly need more than access to power. They need the intelligence to manage that power dynamically as their operations and the grid become more complex,” said Sean Park, President of TransGrid Energy. “TransGrid is bringing physical energy infrastructure and software intelligence together to help customers create new capacity where the grid can’t move fast enough and make every asset and every megawatt work harder.”

From Energy Infrastructure to Intelligent Energy Management

EnergyFluo uses an agentic AI layer to continuously analyze on-site operating data and identify opportunities to optimize energy use. The system can recommend actions based on changing operating conditions and, with operator approval, execute those actions according to a facility’s standard operating procedures (SOPs), which are ingested into the platform and translated into code that guides execution.

For example, the system could identify an opportunity to reduce or shut down a chiller ahead of a cold-weather event, present the recommendation to the operator and, once approved, execute the action according to established operating procedures.

Unlike systems that simply identify potential efficiencies, EnergyFluo is designed to move from recommendation to execution while accounting for the mechanical limits of equipment through physics-informed models. The system is vendor- and asset-agnostic and can manage energy resources across individual facilities or at the fleet level, enabling operators to manage multiple sites through a unified system.

The technology is designed to help customers:

  • Lower operational costs through energy optimization, with potential savings of 5%–25% depending on site configuration and operating profile.

  • Unlock additional capacity for critical IT load through intelligent load optimization, helping maximize computing capacity and potentially defer infrastructure investments.

  • Enable data centers to operate as flexible grid resources, helping alleviate grid constraints while creating value for both facility operators and the electric grid.

  • Manage multi-site deployments with fewer people through centralized, fleet-wide oversight.

  • Unlock sizeable energy savings at scale through both local and fleet-level energy optimization.

  • Optimize energy resources across equipment and systems from multiple vendors.

Building the Next Generation of Energy Infrastructure

The introduction of EnergyFluo represents an expansion of TransGrid’s strategy as energy demand increasingly outpaces the ability of traditional grid infrastructure to respond. TransGrid aims to help close that gap by creating new power capacity where the grid cannot move quickly enough and using intelligent orchestration to transform large-load facilities into more flexible energy assets. For data centers, that means helping unlock additional capacity for critical IT load while creating greater flexibility for the grid and maximizing the value of existing energy infrastructure.

Backed by Hanwha Group, TransGrid combines energy infrastructure expertise, long-term capital and technology capabilities as it expands from a traditional independent power producer model toward an AI-enabled, data-driven energy platform. This combination of physical infrastructure and software intelligence positions TransGrid to help large-load customers address both the availability of power and the increasingly complex challenge of managing it.

TransGrid will showcase its agentic AI energy management system at AI Infra Summit, Sept. 15-17, 2026, in Santa Clara, California. Attendees can learn more at Booth 843. In addition, interested media can coordinate demonstrations and editorial meetings with TransGrid leadership by emailing eturner@flynnwright.com.

For more information, visit transgridenergy.com.

About TransGrid Energy

TransGrid Energy is an energy infrastructure platform advancing the transition from traditional independent power producer models to AI-enabled, data-driven energy systems. A wholly owned subsidiary of Hanwha FutureProof, TransGrid develops, owns and operates grid-connected generation, battery storage and distributed energy resources while integrating Grid & Energy Services technology to optimize performance, reliability and value across the asset lifecycle. TransGrid is building a scalable platform that connects physical energy infrastructure with software intelligence to support utility-scale, distributed and behind-the-meter energy applications. As a member company of Hanwha Group, a global leader in renewable energy solutions, TransGrid combines deep energy expertise, proven project execution capabilities and significant capital to support the evolving energy needs of its customers. For more information, visit transgridenergy.com.

Media gallery

About The Author
Business Wire