Modular’s mission is to democratize AI compute, addressing the fragmentation within the AI landscape by uniting developers, low-level software, hardware makers, and competing vendor interests. The vision centers on creating a coherent ecosystem to facilitate seamless development across diverse hardware and software. At its core, Modular utilizes a novel architecture comprising three layers: Mojo, a programming language designed for GenAI that merges speed with Python-like syntax, MAX, a production-grade framework for AI model serving, and Mammoth, a platform for managing GPU clusters efficiently. These components work together to optimize performance, lower barriers to entry, and foster greater accessibility for developers. The overarching goal is to produce a unified, scalable, and high-performance AI environment that mitigates complexity across various systems. Using open-source principles, Modular aims to cultivate an inclusive community, ultimately driving innovation across the AI compute landscape as it seeks collaboration with hardware vendors for broader support.