The purpose of this workshop is to gather experts in analog and optical hardware development and practitioners and researchers from various industries who are pioneering the use of AI and optimization workloads. The workshop aims to facilitate a dialogue between technology and application experts about the role of non-traditional computing hardware in industry, and by exchanging experiences, we hope to bridge the gap between technology trends and practical applications in the post-CMOS era.