As energy grids become more distributed, the data infrastructure required to operate them safely and efficiently becomes exponentially more complex.
The Distributed Grid Challenge
Solar panels, wind turbines, battery storage systems, and electric vehicles are changing the grid fundamentally. A modern grid operator is managing millions of small resources that generate, consume, and store energy based on weather, pricing signals, and individual customer decisions.
Predictive vs. Reactive
Knowing that a solar farm's output will drop in 90 minutes because of incoming cloud cover allows grid operators to pre-position backup resources. Building the forecasting capabilities that enable proactive grid management is one of the most impactful investments energy companies can make.