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Embedding Artificial Intelligence into ERP Software A Conceptual View on Business AI with Examples from SAP S/4HANA /

This book explains how to embed artificial intelligence in digitized business processes of ERP software by solving the two related substantial challenges: how can artificial intelligence be systematically integrated into ERP business processes for ease of consumption, and how can artificial intellig...

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Detalles Bibliográficos
Autor Principal: Sarferaz, Siar (Author)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:inglés
Publicado: Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
Edición:1st ed. 2024.
Subjects:
Business > Data processing.
Artificial intelligence.
Business information services.
Business Informatics.
Artificial Intelligence.
Enterprise Architecture.
Acceso en liña:https://doi.org/10.1007/978-3-031-54249-7
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Table of Contents:
  • 1. Methodology
  • Part I: ERP Fundamentals
  • 2. Intelligent ERP
  • 3. ERP Reference Processes
  • 4. ERP Reference Architecture
  • 5. ERP Reference Artificial Intelligence Technology
  • Part II: Concepts for Embedding Artificial Intelligence
  • 6. 6 Solution Architecture
  • 7. Lifecycle Management
  • 8. Data Integration
  • 9. Data Protection and Data Privacy
  • 10. Configuration
  • 11. Extensibility
  • 12. Model Degradation
  • 13. Explanation of Results
  • 14. Workload Management and Performance
  • 15. Legal Auditing
  • 16. Model Validation
  • 17. User Interface Design
  • 18. Embedding Generative AI
  • Part III: Implementation Framework and Case Studies
  • 19. Implementation Framework
  • 20. Sales and Research
  • 21. Sourcing and Procurement
  • 22. Inventory and Supply Chain
  • 23. Finance
  • 24. Epilogue – Ethical Considerations.

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