Okay, so we’ve got more power coming into the data center either because we’ve built an SMR next to it, or because miraculously we’ve upgraded the grid around it. Now we have a problem. Our pipes to the rack are only designed to carry 7-10 kw. But the new Nvidia behemoth wants 20-30 kW. Also higher power densities amplify the importance of efficient power conversion and distribution to manage operational costs and environmental impact. And the AI clusters need uninterrupted power for the training runs, so we need super reliable power delivery systems. Also these AI servers are probably going to get even larger so we probably don’t want to rip out these new power delivery systems in 3 years when we need to run the 6th generation models. Call the wizards. High-efficiency, high-density power supplies, DC power distribution at the rack level, and software-defined power systems.

Opportunities

High-efficiency, high-density power supplies

DC power distribution at rack level

Software-defined power systems

Others