Multiscale AI

At Multiscale AI, we’re revolutionizing semiconductor manufacturing with advanced, agentic AI. We partner with leading semiconductor manufacturers to tackle their most complex Semiconductor Manufacturing Process Optimization (SMPO) challenges. Our platform combines Bayesian digital twins, purpose-built ML models, and AI agents to extract actionable insights from limited silicon data and physics simulations. By unifying fragmented data, delivering domain-optimized ML, and enabling scalable, fab-ready applications, we help customers reduce costly silicon trials, speed up innovation cycles, and optimize fab processes at scale. Our team brings together experienced scientists, AI/ML engineers, software developers, and materials experts, united by a commitment to build comprehensive, reliable, and scalable solutions that make semiconductor manufacturing more efficient, intelligent, and competitive.