AI Inference: How the demands of AI are redefining what energy storage must do

Home

Positively ingenious.

Eos is on a mission to build a future with limitless energy— with abundant energy that is reliable enough to fuel humanity’s limitless potential. For more than 15 years, we’ve been reimagining long-duration energy storage, applying our ingenuity to zinc-powered chemistry, high-density configurations, and AI-enabled controls. We have created a commercially proven, U.S.-manufactured energy storage systems designed to support resilient, dependable power where it’s needed most.

Inside Eos Innovation Series

AI Inference: Why zinc changes the equation for AI power delivery

AI inference doesn’t follow a schedule. It surges and drops in milliseconds, thousands of times a day, with no pattern. Most power infrastructure was built for steady, predictable loads. Zinc-halide chemistry isn’t bound by that constraint. This paper traces a series of tests from single-module response to full-system AI power delivery, and shows why that matters for data center operators.

Inside Eos Innovation Series

Eos DawnOS™
How Eos redefined control—and unlocked the full power of zinc

One outlier cell shouldn’t take down a system, but in most energy storage systems, it could. For decades, the weakest cell has set the limit, not because the energy isn’t there, but because it can’t be used. DawnOS changes that by shifting management to the module level, isolating imbalance and keeping more energy in play. This paper explores how Eos unlocks capacity the industry has long left behind.

Designed for a decentralized, democratized, and decarbonized energy system, Eos solutions are helping power a cleaner tomorrow, today.

Speed renewables adoption

Eos storage systems plus Solar and Wind reliably solve the intermittency of green sources—while helping you gain community support.

Build resilient grids

Non-wired Eos storage ensures critical supply during outages and congestion on today’s networks—and the transition to tomorrow’s infrastructure.

Empower local generation

Through self-owned microgrids or BTM installs, with Eos storage, more companies and communities can produce reliable, low-cost power.

Let’s talk about your project.

Tell us what you’re working on. We’ll show you how Eos can help your company or community.

A clean energy future is within reach—if we work together.

Become an Eos Partner

Bring your ingenuity. Make a positive impact.

Join the Eos team