Use Case Snapshots #1
IPP with Mixed Asset Portfolio
An Independent Power Producer operating solar, wind, gas turbines, and storage assets deploys the platform to automate forecasting, market bidding, and dispatch. AI models coordinate across technologies and geographies, maximizing trading performance and minimizing operational overhead.
EV Fleet Operator
A logistics company uses the platform to forecast power needs, optimize charging schedules, and monetize grid participation. Charging is automatically shifted across depots and time periods to reduce peak demand and participate in virtual power plant programs, without disrupting fleet availability.
District Energy Manager (CHP + Thermal)
A campus energy operator runs the platform to coordinate Combined Heat and Power (CHP), heat pumps, and thermal storage. It dynamically responds to heating loads, grid prices, and weather conditions to improve efficiency, lower costs, and reduce emissions.
Use Case Snapshots #2
Retail Aggregator / VPP
A retail electricity supplier connects the platform to thousands of behind-the-meter assets — from home batteries to commercial HVAC systems. Edge agents enable real-time response, while the cloud intelligence core aggregates and optimizes fleet-wide bidding into frequency and capacity markets.
Commercial Microgrid (Industrial Facility)
A manufacturing plant with onsite solar, BESS, HVAC, and flexible production lines uses the platform to reduce energy costs, prevent downtime, and meet sustainability goals. The system autonomously balances loads and resources based on forecasted prices and site constraints.
OEM or ESS Integrator
A hardware vendor embeds the platform into its battery control stack, enabling AI-driven optimization out of the box. This unlocks recurring SaaS revenue, increases hardware margins, and provides customers with high-performance energy automation as a turnkey solution.
Use Case Snapshots #3
Municipal Utility / Grid Coordinator
A city utility orchestrates thousands of small-scale assets — including solar, EVs, and smart thermostats — using the platform's secure control and pricing APIs. It reduces peak congestion, automates demand response, and improves visibility across feeders and districts.
Data Center Operator
A hyperscale data center uses the platform to manage backup systems, UPS, and thermal storage. AI optimizes between grid, storage, and cooling loads to reduce cost and carbon while ensuring full redundancy, even during grid volatility or curtailment events.
Hospital System (Critical Infrastructure)
A regional hospital group deploys the platform across multiple facilities to manage backup generators, BESS, HVAC, and solar. The system ensures uptime, optimizes backup fuel use, and improves energy resilience without sacrificing patient safety or compliance.
Use Case Snapshots #4
Agricultural Processor (Flexible Load)
An agricultural facility uses the platform to align energy-intensive processes (grain drying, refrigeration, irrigation) with low-cost hours and high on-site generation availability. The system enables fully automated participation in local flexibility markets.
District Heating Operator (Multi-Commodity)
A citywide utility uses the platform to optimize heat and electricity simultaneously — dispatching CHP, heat pumps, and electric boilers in coordination with market prices, ambient conditions, and thermal demand forecasts.
Retail Chain (Multi-Site Optimization)
A national retailer connects 500+ store locations into the platform for centralized energy oversight. Local agents optimize HVAC and EV chargers based on usage, weather, and local tariffs, while HQ tracks fleet-wide performance, carbon footprint, and compliance.
