This chapter explores the evolution of AI models, challenges in putting models into production, and the launch of Arthur to address these issues. It discusses the potential impact of generative AI and the barriers in implementing AI in a business context. The chapter also highlights Arthur's products, such as Arthur Shield and Arthur Bench, that tackle pain points and enable performance monitoring for AI models.

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