
The ultimate digital twin for complex, networked physical systems.
VINE AI

$49M
Design, Implementation, and Consulting Grants
15+
Years of Experience in Utilities, and R&D Labs
100%
Qualifications
PhD and PE
Place energy storage where it matters most.
AI-guided grid optimization in minutes, not hours — no compromising on scenarios or nodes.
FEATURED PRODUCT
Lowest compute requirements, but high resolution enough and time-aware to support robust optimization. Explore the solution space that matters, find the optimal in seconds.
Our Base Model

Higher compute requirements for ultimate system characterization, suitable for more granular optimization at node level and revolutionary surrogate performance. All still in minutes.
Our High-Dimensional Model

Highest compute requirements for operations-grade accuracy, suitable for near real-time calculation of grid topology changes and time-dependent dynamics.
Our Augmented Model


Modular AI, Your Needs, Your Platform

We do R&D from grounds up. We can also help with your technology development and deployment. We have been doing this in the power utility and renewable energy industries for over 15 years.

We have over a decade of experience writing winning proposals and a diverse portfolio of collaborations across teams within industry, national labs, and academia. We are passionate about doing impactful research within the power and energy systems community.

We are experts in power distribution systems who understand how to effectively support your in-house teams and solutions. With years of experience in utility systems and grid operations, we bring a wealth of knowledge and expertise to each and every project.

We specialize in providing our clients with customized solutions that are tailored to their specific needs. Our flexible and modular approach makes it easy for us to tackle both small and large projects with advanced capabilities.




