How Aria Makes Thousands of Decisions Every Second

In this conversation, Verse CEO Seyed Madaeni sits down with Ryan Triolo, Head of Data Science at Verse, to unpack how Aria's Dispatch Intelligence™ orchestrates battery energy storage systems in real time. Ryan breaks down what it actually means to make decisions at a subsecond level — reading the state of the grid, on-site load, and generation, then co-optimizing across a complex value stack that includes utility programs, host customer needs, and grid services. They discuss why rules-based, human-timescale decision-making breaks down at this level of complexity, how Verse's fleet of roughly 100 resources across North America generates the data these systems learn from, and how the algorithms are built to handle both familiar situations and rare, anomalous ones. Topics covered: What "subsecond decision-making" really means for a battery asset How Verse co-optimizes fleet-level and site-level value streams simultaneously Why a rules-based approach can't scale to this complexity How Aria learns from data across Verse's fleet and prepares for the unexpected Why this work matters for grid stability, not just customer economics