Equilibrium Energy

Equilibrium Energy is a power-sector technology company whose flagship product, EQ Mission Control, is a unified trading and portfolio management platform for electricity markets. The product is organized around a common data model that maps power market entities — nodes, generators, batteries, constraints, contingencies, distribution factors, market participants and plants — into one shared structure, on top of which the company layers probabilistic nodal price forecasts, weather/wind/temperature overlays, cross-commodity views, and automated constraint research that explains why a constraint bound and how it behaved historically. A power-specific agentic AI component answers natural-language questions about market behavior (for example price spikes or expected binding constraints in a given zone) with click-through traceability to underlying data, and a marketplace layer connects third-party feeds, forecasts and exchange data into the same surface. Features described as in development include sample-based grid fundamental scenarios (400+ scenarios), personalized agentic AI with user- and desk-level context, and full data lineage.

The company positions itself more broadly as a digital-native power company operating at the intersection of grid variability, market volatility, economic optimization, commercial structuring, trading and risk management across the end-to-end power value chain, with a stated ambition to become a next-generation clean power company. Its platform capabilities have been applied to battery energy storage and renewables optimization, and the company has also disclosed a separate agentic AI platform for power called PowerOS and a concept it calls Connective Intelligence. Leadership includes founder and CEO Ryan Hanley, head of product and design Kevin Clifford, and chief customer officer Ashley Smith, with a team described as spanning energy, AI/ML, power systems, software, quant, finance, structuring, risk and operations.

Founding story

Founded in 2021; the team describes building the unified power trading cockpit from their own careers spent maintaining fragmented power trading setups with finicky data, disparate forecasts, fragile models and spreadsheets.

Business model

Equilibrium Energy sells software and energy portfolio management capabilities and services to power companies and independent power producers, with EQ Mission Control offered as an enterprise platform (currently in a small, invite-based beta with early access requests) and a marketplace that connects customers' existing third-party data feeds and forecasts. The company has also entered commercial arrangements around physical assets, including tolling agreements for Texas energy storage facilities.

Software and services for power market participants; sources do not detail pricing.

Traction

EQ Mission Control was launched as the company's flagship platform alongside its March 2025 $28M Series B2 raise, and the trading cockpit product is live in beta with new features shipping every two weeks. Capabilities are being applied to battery storage and renewables optimization use cases; the company signed two tolling agreements with Ormat for Texas energy storage facilities, and press coverage notes Ormat began operation of a 120MWh Texas BESS in September 2025. In 2026 the company announced a strategic partnership with a global commodities trading house to deploy AI-native power trading strategies and a strategic agreement on AI-enhanced enterprise portfolio optimization.

Latest developments

Announced a strategic partnership with a global commodities trading house to deploy AI-native power trading strategies (April 2026) and a strategic agreement to advance AI-enhanced enterprise portfolio optimization (March 2026). Mission Control is live in beta with a deliberately small early-access group and biweekly feature releases; grid fundamental scenarios, personalized agentic AI and full data lineage are listed as in development.