We are building the Power Electronics AI Agent — an intelligent design partner that works across device, converter, and system to create a closed-loop ecosystem where AI and energy infrastructure evolve together.
Spirit Connect Power Labs was founded with a single conviction: the future of power electronics and artificial intelligence are inseparable. Every AI data center needs efficient, reliable power delivery. Every power system can be designed better with AI. We exist to close that loop.
Our Power Electronics AI Agent supports engineers across the full design stack — from semiconductor device characterization and converter topology exploration to microgrid architecture and grid-level co-optimization. Each design cycle feeds data back into the agent, making it smarter, faster, and more accurate over time.
We envision a self-reinforcing cycle that accelerates both AI capability and energy infrastructure.
The AI Agent helps engineers design optimized power converters and energy systems — reducing development time, improving efficiency, and exploring design spaces that humans alone cannot cover.
The resulting power infrastructure — high-density converters, efficient microgrids, DC distribution networks — delivers the clean, reliable energy that AI data centers and compute clusters demand.
Operational data, validation results, and real-world performance flow back to the AI Agent. It refines its models, learns from each deployment, and produces better designs in the next cycle.
Our AI Agent doesn't work at a single level — it reasons across the full power electronics hierarchy.
SiC, GaN, and Si semiconductor characterization, loss modeling, thermal profiling, and automated device selection from rich component databases.
Topology exploration, magnetics sizing, control synthesis, and multi-objective optimization for buck/boost, LLC, DAB, multi-level inverters, and beyond.
DC and AC microgrids, hybrid distribution architectures, and grid-level co-optimization where every converter serves the mission profile of the whole system.
We work with leading academic and industrial partners to push the boundaries of AI-driven power electronics.
Cardiff University
Sumitomo Heavy Industries
Shanghai University
Panxin Technologies
Loughborough University
University of Glasgow
Interested in the Power Electronics AI Agent or want to explore collaboration? Reach out at info@spiritconnect.co.uk or connect on LinkedIn.
