Taylan Iscan Generative AI in Procurement

Produktbeskrivelse

"Generative AI for Procurement" by Taylan Iscan explores how AI-driven innovations are reshaping procurement from a cost-control function to a strategic, data-driven powerhouse. The book provides a comprehensive guide to understanding Generative AI (GenAI), its applications in procurement, and the transformative role it plays in supplier management, contract automation, demand forecasting, and compliance tracking. Key topics include: Introduction to Generative AI in Procurement: Explaining the fundamental concepts of AI, its evolution, and the strategic necessity for procurement transformation. Building Blocks of AI in Procurement: Discussing the core AI models, data structures, integration with ERP systems, and cloud-based security measures. Challenges and Risks: Addressing data quality issues, algorithmic bias, regulatory compliance, and resistance to change. Implementation Framework: Providing a structured roadmap for adopting AI, including pilot testing, scalability, and governance frameworks. Ethical Considerations and Governance: Ensuring AI adoption aligns with fairness, transparency, and data security regulations. Future Trends: Exploring autonomous procurement bots, blockchain integration, sustainability goals, and explainable AI for transparency. With real-world examples from major corporations like IBM, SAP, Amazon, and Unilever, the book provides practical insights into how companies can leverage AI to optimize procurement, reduce inefficiencies, and create sustainable, ethical supply chains. It serves as a strategic guide for procurement professionals, AI developers, and business leaders looking to integrate AI-driven procurement solutions.

Produktspecifikationer