This chapter explores the foundational elements of AI-enabled pricing, covering critical data requirements, machine learning models, and the end-to-end process of AI-driven pricing recommendations. It emphasizes the significance of high-quality data in ensuring AI effectiveness and discusses the integration of AI into existing pricing workflows. The chapter also introduces methodologies for institutionalizing AI pricing within an organization.

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The Building Blocks of AI-Enabled Pricing

  • Jan Y. Yang

摘要

This chapter explores the foundational elements of AI-enabled pricing, covering critical data requirements, machine learning models, and the end-to-end process of AI-driven pricing recommendations. It emphasizes the significance of high-quality data in ensuring AI effectiveness and discusses the integration of AI into existing pricing workflows. The chapter also introduces methodologies for institutionalizing AI pricing within an organization.