who

**Who** Chip Foundry Services (CFS) operates at the intersection of Data, Algorithms, Compute, and Communication—the four pillars essential for modern AI systems—helping organizations transform ideas into production AI chip solutions. Our expertise spans: algorithm-hardware co-design (optimizing neural network architectures for silicon efficiency), custom accelerator development (from specification to GDSII), and AI-optimized chip manufacturing guidance. We bridge the gap between ML researchers who understand algorithms and hardware engineers who implement silicon, ensuring that AI workloads are optimally mapped to custom hardware architectures. Services include: performance modeling (predicting how algorithms will perform on target hardware), design space exploration (finding optimal dataflow, memory hierarchy, and parallelism), verification and validation (ensuring designs meet specification), and manufacturing interface (working with foundries for tape-out). Our team combines deep learning expertise with semiconductor engineering experience, enabling efficient development of AI ASICs, accelerators, and specialized processors. Whether you're designing transformer accelerators, edge AI chips, or datacenter-scale AI hardware, CFS provides the technical expertise to turn your AI vision into optimized silicon reality.