Doohan

Stanford MS&E435 Economics of the AI Supercycle | Spring 2026 | Applications, Applied AI

Tuhin Srivastava, Apoorv Agrawal, Doohan

Base10, led by CEO Toohin, provides a managed inference infrastructure that powers over 30 trillion tokens daily by aggregating 18 clouds to optimize costs for custom open-source AI models. The company differentiates itself from hyperscalers by abstracting complex hardware management and enabling customers to post-train proprietary models, a strategy driven by a thesis that GPU scarcity will remain permanent as agentic demand grows exponentially. With a projected capital expenditure of $7 billion to secure 150,000 B200 equivalents, Base10 aims to industrialize AI deployment through modular data centers and a transition from compute markup to token-based pricing.