Envision, the global leader in green technology, announced on Thursday the launch of Dubhe, its energy foundation model, designed to shape the world's largest physical AI system – the AI energy system.

Dubhe sits at the core of Envision's physical AI architecture, analyzing vast real-world energy data streams to orchestrate renewable generation, storage, grids and demand in real time.

By unlocking the abundance of renewable resources and driving costs toward near-zero marginal levels, Dubhe enables energy systems to scale in step with AI—addressing the unprecedented energy demands that AI places on global infrastructure.

Dubhe is designed to shape the AI energy system with a foundation that is infinite, intelligent, and inexpensive, supporting the prosperity of a new civilization, said Zhang Lei, founder and CEO of Envision, during the Abu Dhabi Sustainability Week.

While large language models have transformed the digital world, Envision believes the next leap lies in physical artificial intelligence—AI that directly governs the physical systems essential to human survival and prosperity.

Dubhe works in tandem with Tianji, Envision's large-scale weather foundation model, which provides the predictive intelligence that allows physical AI to anticipate and respond to weather-driven variability, ensuring the energy system operates efficiently and reliably at scale.