Beyond Out-of-the-Box LLMs: Reducing Defective Products with AI Data Scientists Executive Summary After an initially disappointing foray into AI with generic tools, a $20B commodity manufacturer is revolutionizing their factory operations by implementing specialized AI Data Scientists. This transformation has turned underutilized AI investments into a powerful force for operational efficiency, with early indicators suggesting…