AMD (Advanced Micro Devices), a global semiconductor company, has introduced a domestic startup's AI manufacturing process diagnostics technology through a case study. AMD publishes case study reports on AI convergence in various industries and companies on its official website. Recently, it posted a case study on 'DutchBoy', the AI (artificial intelligence)-based process diagnostics platform of AIBIZ (AIBIZ, CEO Ha Seung-jae). The title is 'AIBIZ Boosts Semiconductor Yield with Lean AI Powered by AMD'. 'DutchBoy' is a platform that analyzes data generated in semiconductor manufacturing processes in real time to detect signs of anomalies. The case study describes how DutchBoy analyzes large-scale data from semiconductor manufacturing sites to detect wafer defects early, contributing to yield improvement and cost reduction. According to the case study, AIBIZ used AMD high-performance server processors to build an AI analysis environment that can process large-scale process data faster and more reliably. As a result, AI analysis speed improved by 30% compared with the previous environment, and data processing speed problems were also resolved. AIBIZ CEO Ha Seung-jae said, "We implemented a lightweight AI system by combining AMD with DutchBoy," adding, "Unlike heavy AI systems, it can lower the operating burden in terms of heat, power consumption, and cost." He added, "We plan to expand DutchBoy's scope of application to advanced manufacturing industries such as secondary batteries, displays, and solar power."