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Through precise process control using Artificial Intelligence and Machine Learning technologies, Smart Steel Technologies has managed to continuously achieve a substantial improvement of surface quality of automotive exposed grades of 50 to 75% for the very first time in the steel industry. The most significant innovation is to not only predict surface quality, but to avoid formation of surface defects in the first place.