What Equilibrium Energy does

Equilibrium Energy, Inc. is a privately held, venture-backed technology company headquartered in San Francisco that builds PowerOS™, an agentic AI-native operating system purpose-built for the power industry. The platform is layered: a Data & Infrastructure layer for ingestion and storage, a proprietary Connective Intelligence™ layer comprising a power-specific Enterprise Data Ontology and 50+ power-specific Enterprise Code Frameworks, an Agentic and Algorithmic Workflows layer that exposes reusable Core Services (Optimization, Forecasting, Risk, Grid & Market Fundamentals, Trading) and Enterprise Agents (Trader Copilots, Research Copilots, App Co-Developers), and a User Interfaces layer surfacing configurable Application Suites (Portfolio Management, Portfolio Construction, Development Workbenches, Middle & Backoffice), APIs, and SDKs. The company's positioning is that decades of fragmented data and systems inside power companies prevent generic AI from delivering value, and that Connective Intelligence™ closes this 'context gap' by unifying enterprise data structure with power-domain business context, with agent guardrails and human-in-the-loop controls as first-class design principles.

Equilibrium sells exclusively through high-touch enterprise channels, with two publicly disclosed multi-year anchor partnerships announced in March and April 2026 — NRG Energy for enterprise portfolio optimization (the first publicly announced PowerOS™ deployment) and Gunvor for proprietary AI-native power trading across U.S. power markets. Commercial structures are quote-based multi-year enterprise agreements, with the Gunvor deal described as 'structured to pay for itself from day one,' indicating outcome- or value-share pricing rather than standardized license fees. Historically, the company generated revenue through battery storage tolling and AI-driven optimization arrangements (Ormat in Texas, a 100 MW Jupiter Power asset with Hatch Renewables as counterparty), operating roughly 90.25 MWh of owned battery capacity in Texas; this legacy physical-asset footprint is now complemented by, and increasingly secondary to, the PowerOS™ software platform business.

The company was previously known as Climate Generation Power Company and has raised approximately $100M cumulatively across an August 2023 $33M venture round, a December 2023 ~$39M Series B, and a March 2025 $28M Series B2 led by GS Energy with NRG Energy participating. It operates from four U.S. offices (San Francisco HQ, New York, Boston, Boulder), is led by Founder & CEO Ryan Hanley alongside Head of Product & Design Kevin Clifford and Chief Customer Officer Ashley Smith, and competes in the global energy portfolio management market (sized at $3.29B in 2025, projected $9.06B by 2034 at 11.9% CAGR per Fortune Business Insights).

Name

Equilibrium Energy

Legal name

Equilibrium Energy, Inc.

Website

https://equilibriumenergy.com

Company type

Private

Founded year

2021

Operating status

Operating

Headcount range

101–250 employees

Short description

Equilibrium Energy builds PowerOS™, an agentic AI-native operating system for the U.S. power industry, serving large utilities, independent power producers, and commodity trading firms with enterprise portfolio optimization, forecasting, trading, and risk workflows anchored by its proprietary Connective Intelligence™ framework.

Ownership category

akta.pro rank

Product category

Energy Portfolio Management Software

NAICS

Software Publishers (5132), Computer Systems Design and Related Services (54151)

SIC

Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)

akta.pro secondary industries

Forecasting & AI Optimization for Flexibility (Load/Price/Renewables/SoC) (EUAFAKAH), Algorithmic Trading & Execution Platforms (FSAFANAN), Building Energy Management & Demand Flexibility Software (BEMS, Optimization) (EUAFAGAK)

Keywords

• Energy portfolio management
• Agentic AI platform
• Power market software
• Renewable asset optimization
• Enterprise AI for utilities

Headquarters

HQ city

San Francisco

HQ country

United States

HQ region

North America

Offices4 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations

Revenue model

1. Multi-year enterprise platform agreements: Long-term enterprise commercial agreements under which customers deploy PowerOS™. Examples in source: multi-year partnership with a leading global commodity trading house for proprietary AI-native power trading, and a multi-year enterprise agreement with NRG Energy for portfolio optimization. Structured to deliver value from day one rather than requiring years of investment.
2. Outcome / value-share commercial pricing: The global commodity trading house partnership is described as having a 'commercial model structured to pay for itself from day one,' indicating pricing tied to delivered value/outcomes rather than flat license fees. The NRG agreement is described as live with the platform 'already operational and providing useful intelligence and data,' with intentions to expand scope over time.
3. Battery storage tolling / optimization services: Historical revenue stream tied to deploying and operating grid-scale batteries via tolling agreements (e.g., 100 MW battery with Hatch Renewables/Jupiter Power in Texas; Ormat tolling agreements in Texas). Equilibrium provides AI-driven optimization and dispatch in exchange for tolling/optimization fees.

Pricing tiers

Go-to-market motion1 record

Distribution channels2 records

Marketing channels5 records

Core offering

Equilibrium Energy builds and sells PowerOS™, an agentic AI-native operating system purpose-built for the U.S. power industry. The platform unifies fragmented enterprise data, models, and systems across generation, retail, and trading, then layers power-specific AI models, agentic workflows, and configurable application suites (Portfolio Management, Portfolio Construction, Development Workbenches, Middle & Backoffice) and core services (Optimization, Forecasting, Risk, Grid & Market Fundamentals, Trading) on top. Its proprietary Connective Intelligence™ framework provides the shared enterprise context that allows AI agents and human experts to act across the enterprise.

Product overview

Equilibrium Energy offers a unified agentic-AI product portfolio built around PowerOS™, the company's core "Agentic AI Platform for Power" that integrates enterprise-wide data, models, and systems and layers power-specific AI services on top. PowerOS™ is the central platform and is differentiated by Connective Intelligence™, a proprietary framework (Enterprise Data Ontology + Enterprise Code Frameworks) that closes the context gap and makes fragmented enterprise data and systems AI-ready. PowerOS™ exposes Application Suites (Portfolio Management, Portfolio Construction, Development Workbenches, Middle & Backoffice), Core Services (Optimization, Forecasting, Risk, Grid & Market Fundamentals, Trading), and Enterprise Agents (Trader Copilots, Research Copilots, App Co-Developers). EQ Mission Control™ is the company's flagship software platform, launched in March 2025 alongside the $28M Series B2 funding round, focused on AI-driven real-time power portfolio management for renewable and storage assets — and sits as a named offering within the broader Equilibrium product line that has since evolved into the PowerOS™ deployment model used in live enterprise partnerships with NRG Energy and a global commodity trading house.

Differentiator

Problem solved

Functional benefit

Brands

• PowerOS™: Agentic AI platform purpose-built for the power industry; enterprise AI and software platform that unifies data, models, and systems across power companies and serves as the foundation for Equilibrium's enterprise deployments.
• EQ Mission Control™

Products and services

• PowerOS™ Equilibrium Energy's core Agentic AI Platform for Power. PowerOS™ unifies fragmented enterprise data, models, and systems across generation, retail, and trading; layers power-specific AI models, core services (Optimization, Forecasting, Risk, Grid & Market Fundamentals, Trading), and agentic workflows (Enterprise Agents, Trader Copilots, Research Copilots, App Co-Developers) on top; and exposes configurable Application Suites (Portfolio Management, Portfolio Construction, Development Workbenches, Middle & Backoffice) for enterprise power companies. Designed for delivery in weeks rather than years.
• EQ Mission Control™ Flagship software platform launched in March 2025 for AI-driven real-time power portfolio management. Targets power companies and independent producers with a focus on renewable and storage assets, providing optimization of energy assets and portfolios in real time.
• Connective Intelligence™ Proprietary framework embedded within PowerOS™ that closes the enterprise "context gap" by unifying enterprise-wide data structure and business context. Comprises an Enterprise Data Ontology (power-specific enterprise data model with semantic layer and application schema) and 50+ Enterprise Code Frameworks spanning grid fundamentals, power systems science, market fundamentals, and software. Enables human experts and AI agents to navigate, act across, and interrogate the enterprise tech stack with shared context.

Quantifiable outcome

• 'Deliver return on investment in months rather than years' (founder-stated target for PowerOS deployments).
• +2 more outcomes

Named customers2 records

Segments4 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

AI capability12 records

Feature8 records

Partnerships

Four partnerships are on record, tiered flagship, core and minor.

• Gunvor (leading global commodity trading house)flagshipStrategic or Co-development Partner · 16 April 2026Multi-year strategic partnership to deploy proprietary AI-native power trading strategies across U.S. power markets using Equilibrium's PowerOS™ platform. The firm (identified via the announcement image asset 'GunvorAnnouncement.png' on Equilibrium's news page) augments its existing edge with Equilibrium's agentic AI capabilities. Commercial model is 'structured to pay for itself from day one,' and the partnership is expected to expand to additional markets, products, and use cases.
• NRG Energy, Inc.flagshipStrategic or Co-development Partner · 18 March 2026Strategic agreement to deploy PowerOS™ across NRG's enterprise portfolio optimization operations following a successful proof of concept. Marks the first publicly announced deployment of PowerOS™ in the power industry. The collaboration is already live and operational, designed to help NRG manage grid volatility and lower costs for its residential and business customers across the U.S. Both parties indicated intentions to potentially expand the arrangement with additional AI-native solutions.
• Ormat TechnologiescoreStrategic or Co-development PartnerSigned two battery tolling agreements in Texas for energy storage facilities with Equilibrium. Announced in 2024 (Press Release: 'Equilibrium and Ormat Sign Two Tolling Agreements in Texas for Energy Storage Facilities'). Represents Equilibrium's historical operational footprint in grid-scale battery optimization.
• Hatch Renewables / Jupiter Power (tolling counterparties)minorStrategic or Co-development PartnerBattery tolling agreement in Texas involving a 100 MW battery owned by Jupiter Power with Hatch Renewables as counterparty; Equilibrium provides AI-driven optimization and dispatch. Announced August 2023.

Scale indicators7 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• AutoGrid (Schneider Electric): AutoGrid, now part of Schneider Electric, provides AI-driven flexibility management and distributed energy resource (DER) optimization for utilities and power companies. It is the closest direct competitor to Equilibrium's PowerOS portfolio optimization and forecasting capabilities, and competes for similar utility/IPP customer wallets.
• Stem Inc: Stem Inc is an AI-driven clean energy storage and software provider offering real-time asset optimization and trading across U.S. power markets. Comparable to Equilibrium's historical battery dispatch business and to PowerOS's storage and portfolio optimization use cases.
• Fluence: Fluence is a leading energy storage and AI-driven optimization platform serving IPPs and utilities with real-time battery dispatch and market participation. Directly comparable to Equilibrium on the storage/battery optimization side and increasingly on AI-driven trading and portfolio optimization.
• Uplight: Uplight provides an energy customer engagement, DER orchestration, and load flexibility platform for utilities. It overlaps with Equilibrium on enterprise software for power companies, particularly around customer-side energy programs and grid flexibility.
• EnergyHub: EnergyHub is a DER orchestration platform for utilities, focusing on demand response, VPPs, and behind-the-meter asset management. Comparable to Equilibrium's flexibility/optimization capabilities, particularly for utility-scale demand response programs.
• Opus One Solutions: Opus One Solutions provides grid optimization and distributed energy resource management software for utilities and ISOs. It competes for similar optimization, forecasting, and DER analytics use cases within the enterprise power segment.
• Power Factors: Power Factors delivers asset performance management and analytics software for renewable energy portfolios. Comparable to Equilibrium's portfolio management and asset optimization modules within PowerOS.

Broad incumbents

• Schneider Electric: Schneider Electric owns AutoGrid and provides a broad suite of energy management, grid automation, and industrial software. As a broad incumbent, it competes with Equilibrium across multiple energy software categories, especially among large utility customers.
• Hitachi Energy: Hitachi Energy provides enterprise software, grid management, and energy trading/risk management solutions to utilities and power companies globally. Overlaps with Equilibrium's portfolio optimization, trading, and grid fundamentals capabilities but as part of a much broader portfolio.
• Aspen Technology (Emerson): Aspen Technology (now part of Emerson) provides asset optimization, trading, and risk management software for power, chemicals, and other process industries. Comparable on portfolio optimization and trading but as a broad incumbent across multiple process industries rather than power-only.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks7 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/equilibrium-energy-inc

Revenue estimate

Valuation estimate

Number of profiles

Profiles4 records

Funding overview

Funding rounds3 records

Investors9 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Equilibrium Energy