Emerald AI Deploys Power-Flexible Software in Virginia Data Center

Emerald AI is deploying its Conductor software in a 96-megawatt hyperscale AI factory in Manassas, Virginia. Developed in partnership with Nvidia and Digital Realty, the project creates one of the first power-flexible AI factories designed to bypass energy grid bottlenecks. The system allows the data center to automatically lower power consumption during demand spikes without interrupting critical AI workloads.

The deployment follows successful simulations in London and field tests in Phoenix, where the software reduced power to 256 Nvidia A100 GPUs by 25% for three hours. By utilizing existing grid headroom, the technology aims to avoid the lengthy construction process required for new power plants.

While PJM Interconnection views such flexibility as essential for short-term integration, the approach has faced criticism. PJM's market monitor argues that flexibility serves as an optimization tool rather than a viable substitute for adding new power generation capacity to the grid.