As AI compute demand surges, the rising need for high-bandwidth memory (HBM) testing and failure analysis is reshaping semiconductor inspection equipment markets, affecting chipmakers, foundries, and equipment suppliers worldwide. Demand for integrated microscopy platforms and localised service hubs is increasing to control yield, reduce costly iterations, and secure AI supply-chain positions.