AI Prosumer is being developed to help aggregators manage distributed energy resources across grid, customer, and market-facing workflows. Our use cases focus on turning prosumer participation into operational flexibility, reliability support, and monetizable services as the electricity market evolves.
Aggregators can coordinate households, buildings, and other distributed assets to reduce or shift load during peak periods or grid stress events. This helps create measurable flexibility while improving grid reliability and unlocking incentive-based participation models for customers
Aggregators can group rooftop solar and prosumer portfolios into manageable operating clusters, improving visibility into generation, variability, and export behavior. This helps translate fragmented distributed assets into coordinated, market-relevant capacity.
Distributed batteries can be orchestrated to absorb excess generation, support peak shaving, and provide flexible response during stressed system conditions. Aggregator models for storage are especially relevant where customers want shared upside without owning the full operational complexity themselves
As EV penetration grows, aggregators can manage charging behavior to reduce local stress, avoid new peaks, and align charging loads with grid conditions or renewable availability. VPP programs have already shown that coordinated EV participation can materially reduce charging-related strain on the grid
VPP and aggregator platforms can support balancing and other grid-facing services by coordinating DERs and demand-side flexibility in near real time. This makes aggregated portfolios more useful not only for customer savings but also for system resilience and local reliability support.
Aggregators can use software to prepare portfolios for participation in energy and flexibility markets, while also supporting data capture, reporting, and settlement workflows. The economic value of a VPP often depends on combining operational coordination with clear transaction and compensation logic
Distributed energy is creating a new operating model for the electricity system, where aggregators can convert many small assets into coordinated services for the grid and the market. As regulation, interoperability, and market mechanisms evolve, software becomes the layer that connects customer participation to operational and commercial outcomes..