AIBIZ (AIBIZ), a specialist in industrial AI (artificial intelligence), announced on the 4th that it recently completed AI-based semiconductor site application and mass-production testing with a leading domestic semiconductor manufacturer (Company S) through the Ministry of Trade, Industry and Energy's mass-production performance evaluation support program. The company's AI-based semiconductor process diagnostics solution 'DutchBoy S' was used in this mass-production test. 'DutchBoy S' is an AI-based semiconductor manufacturing process diagnostics solution independently developed by AIBIZ. It is characterized by analyzing sensor-based time-series data in real time to detect process anomalies early and identify the causes of defects. The company explained that it is an advanced AI platform that even diagnoses consistency between pieces of equipment. This mass-production test was conducted in an actual semiconductor process. Technical performance was evaluated on various items including (1) quality anomaly detection accuracy, (2) inter-process consistency determination, and (3) real-time alarm response rate. Through this project, AIBIZ validated technologies such as 'in-process AI anomaly diagnostics.' It also proved that its 'equipment sameness verification' (Tool-to-Tool Matching, TTTM) function, based on sensor reference values between pieces of equipment, can track and correct consistency problems in real time. AIBIZ CEO Ha Seung-jae said, "With the success of this mass-production test, we have shown that our AI solution can deliver high reliability and performance at actual manufacturing sites," and "We will continue to push for expansion not only to semiconductors but also to various high-precision industries such as secondary batteries and displays." Based on the results of this mass-production test, the company plans to accelerate commercialization, including NEP (New Excellent Product) certification and joint development of on-device AI models with domestic and overseas semiconductor equipment makers.