MPWR as the AI pick-and-shovel power semiconductor play
Every AI GPU — whether NVIDIA's H100, GB200, or the next generation — consumes massive and precisely controlled amounts of power. Monolithic Power Systems supplies the voltage regulators, battery management ICs, and power modules that sit between the data center power grid and the compute silicon. This positioning makes MPWR a derivative AI infrastructure play that benefits from rising AI capex without directly competing in the GPU market itself.
The enterprise data segment — which captures MPWR's AI-related power IC revenue — grew over 85% year-over-year in Q1 2026, far outpacing total company revenue growth of 26%. Analysts expect data center revenue to roughly double by 2028 as hyperscalers and co-location providers build out next-generation AI clusters. The combination of high growth, high switching costs (power architectures are designed-in and hard to replace mid-generation), and recurring design win cycles supports a premium multiple.
- Track NVDA and AMD data center revenue trends — MPWR's enterprise data segment grows in direct correlation with AI chip deployment rates.
- Design win announcements (new customer engagements with major hyperscalers) are high-signal forward-looking catalysts for MPWR.
- Compare MPWR with VRT (Vertiv) for complementary AI infrastructure picks: both benefit from the same data center capex cycle but at different layers of the power stack.