Emerald AI, Inc.

Class 009: Downloadable software for facilitating flexible power consumption by data centers and computing facilities, including by orchestrating and dynamically reallocating computing workloads to convert rigid compute demand into flexible load; downloadable software using artificial intelligence for workload scheduling, load shaping, and compute-power optimization; Downloadable software for simulating integrated operation of power grids and large electrical loads and generating predictive control signals with virtual, real-time replicas of physical objects, systems and environments; Downloadable software employing artificial intelligence (AI)-driven optimization algorithms to co-optimize computing load, battery storage, and on-site or remote electrical generation; Class 042: Software as a service (SaaS) featuring software for controlling computing facility and data center power consumption, including by orchestrating, scheduling, and optimizing computing workloads to create flexible, dispatchable compute load; SaaS featuring artificial-intelligence and machine-learning software for reshaping, shifting, and modulating workload execution based on power-system conditions, performance criteria, or market events; Platform as a service (PaaS) featuring application-programming interfaces (APIs) for integrating workload-telemetry data, grid signals, and energy-management constraints into automated workload-orchestration engines; Software as a service (SaaS) services featuring artificial-intelligence and machine-learning algorithms for modeling, forecasting, and optimizing electricity consumption of data-center, cloud-computing, high-performance computing, and artificial intelligence workloads; Software as a service (SaaS) services featuring software for monitoring, analyzing, and controlling electric-grid conditions, demand-response events, and power-system reliability; Software as a service (SaaS) services featuring artificial intelligence (AI) software for real-time orchestration, scheduling, and power capping of computing workloads, battery systems, and other electrical infrastructure to meet grid constraints and computing performance targets; Software as a service (SaaS) services featuring software for telemetry collection and visualization from graphics processing units (GPUs), servers, facilities, and electrical or storage assets to safeguard and optimize data-center performance; Providing temporary use of non-downloadable cloud-based software for coordinating interactions between utilities, system operators, and large electricity consumers to increase grid reliability and unlock interconnection capacity; Platform as a service (PaaS) services featuring application programming interfaces (APIs) for integrating utility signals, market prices, and computational workload performance into automated power-aware workload-management systems; Cloud-computing software services featuring non-downloadable software for predictive maintenance, fault detection, and resilience analysis of data-center and power-infrastructure assets; Providing online non-downloadable software employing artificial intelligence (AI)-driven optimization algorithms to co-optimize computing load, battery storage, and on-site or remote electrical generation; Providing online non-downloadable software for providing dashboards that generate reports, alerts, and compliance documentation related to energy usage, computing workload performance, and grid-service participation

Class 009: Downloadable software for coordinating and optimizing the dispatch of computing workloads, onsite battery-storage systems, cooling systems, generators, and other onsite and remote electrical equipment; downloadable software using artificial intelligence for scheduling, load balancing, and power optimization; Class 042: Software as a service (SaaS) featuring software for coordinating, scheduling, and dispatching computing workloads and onsite battery-storage systems; SaaS featuring artificial-intelligence algorithms for optimizing power consumption, workload performance, energy storage utilization, cooling operation, and grid-service participation; Providing temporary use of online non-downloadable software for co-optimizing compute load, battery charge and discharge cycles, cooling systems, and onsite electrical generation to meet grid constraints and operational targets

Class 009: Downloadable software for monitoring and managing compliance with grid-service requirements and demand-response events; Class 042: Software as a service (SaaS) featuring software for integrating utility and electric-grid signals into energy-management, workload-management, and power-optimization systems; SaaS featuring software for grid-event detection, compliance monitoring, reporting, and automated response; PaaS featuring APIs for utility-signal ingestion, normalization, telemetry exchange, and coordination between data centers, distributed-energy resources, and utility operators; Providing temporary use of non-downloadable cloud-based software for enabling participation in grid-services programs and energy-market operations

Class 042: SaaS using artificial-intelligence and machine-learning algorithms for modeling, forecasting, and optimizing electricity consumption of data-center, cloud-computing, high-performance computing, and/or artificial intelligence workloads;SaaS for monitoring, analyzing, and controlling electric-grid conditions, demand-response events, and power-system reliability;Downloadable digital-twin software for simulating integrated operation of power grids and large electrical loads and generating predictive control signals;SaaS featuring AI for real-time orchestration, scheduling, and power capping of compute workloads, battery systems, and other electrical infrastructure to meet grid constraints and compute performance targets;SaaS for telemetry collection and visualization from GPUs, servers, facilities, and electrical or storage assets to safeguard and optimize data-center performance;Providing temporary use of non-downloadable cloud-based software for coordinating interactions between utilities, system operators, and large electricity consumers to increase grid reliability and unlock interconnection capacity;PaaS featuring APIs for integrating utility signals, market prices, and computational workload performance into automated power-aware workload-management systems;Cloud-computing software services for predictive maintenance, fault detection, and resilience analysis of data-center and power-infrastructure assets;Downloadable and non-downloadable software employing AI-driven optimization algorithms to co-optimize compute load, battery storage, and on-site or remote electrical generation;Online non-downloadable software dashboards that generate reports, alerts, and compliance documentation related to energy usage, compute workload performance, and grid-service participation