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AI adoption: Governance design comes before model selection, Amorepacific architect says

Hwang Tae-jin (황태진), a systems architect leading AI projects at Amorepacific, said many companies see AI initiatives stop after the proof-of-concept stage. He cited three reasons: the pace of technology change, a gap between expectations and workplace reality, and challenges around applying corporate data to AI, including security and cost control. He said Amorepacific designed AI governance before choosing models and now runs three AI agents in production.