Hanwha's 'EnergyFluo' gives data-center operators a way to free up power for more computing without adding new supply. Built by TransGrid Energy, a Hanwha Group company, the energy management system uses agentic AI, meaning software that can monitor conditions and suggest actions on its own, to coordinate electricity sources with facility demand.
Its control logic earned UL 3115 certification in March 2026, providing a safety benchmark for an AI product intended for infrastructure. EnergyFluo aims to trim operating costs by 5% to 25% by adjusting loads while keeping critical decisions with human operators.
For providers, intelligent controls are becoming part of the data-center capacity pitch rather than a back-room add-on. Infrastructure vendors now have reason to pair batteries or on-site generation with software that helps customers run more IT on the same electrical footprint.
Image Credit: Hanwha
What's Driving This Trend
- Agentic Energy Orchestration
- Autonomous AI systems that coordinate facility loads, storage, and generation create new value by expanding capacity without physical grid upgrades.
- Certified Infrastructure AI
- Safety-certified control logic builds confidence for regulated environments where intelligent automation is becoming central to critical operations.
- Software-defined Power Capacity
- Dynamic load management reframes electricity constraints as optimization problems, enabling data centers to support more computing within existing power limits.
Who This Affects Most
- Data Centers
- Rising compute demand is making intelligent power controls a competitive differentiator for operators constrained by grid availability and facility capacity.
- Energy Management
- AI-driven coordination of batteries, on-site generation, and building demand opens space for platforms that reduce costs while preserving operator oversight.
- Infrastructure Technology
- Vendors combining hardware with autonomous optimization software can shift infrastructure sales from equipment delivery toward performance-based capacity solutions.
