As memory shortages worsen, Team Group is aggressively deepening its footprint in the industrial control market. Vice general manager Shao-An Hsia noted that with AI applications accelerating their expansion from the cloud to the edge, industrial and edge system manufacturers must pivot away from competing head-on with cloud giants for component supply. Instead, they need to rely on flexible specification adjustments and specialized hardware protection technologies. In driving edge AI adoption, memory suppliers will serve as “icebreakers” during the commercialization process.