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(as of Aug 04, 2025 03:39:57 UTC – Details)
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 intelligence be made enterprise-ready by covering ERP qualities like compliance, lifecycle management, extensibility, or scalability?
As a general introduction, the first part of this book takes the reader through a historical journey towards intelligent ERP systems. In addition, reference processes and a reference architecture for ERP systems are proposed which build the foundation for the suggested subsequent solution concept, including a method for operationalizing intelligence for ERP business processes. Subsequently, in the second part detailed concepts of embedding artificial intelligence into ERP software are proposed. In this context the suggested solution architecture is depicted, and specific topics are resolved like data integration, model validation, explainability, data protection and privacy, model degradation and performance. In the last part an implementation framework is suggested which enables the previously introduced concepts and harmonizes the development and operations of artificial intelligent ERP applications. This part concludes with case studies considering artificial intelligence scenarios of SAP S/4HANA in the areas of logistics, finance and sales which apply the defined solution approach and shows its real-world feasibility.
This book is written for professionals who want to implement (as developers) or exploit (as business analysts or consultants) or consider/plan the implementation/exploitation (as managers) of artificial intelligence in business information systems.
Publisher : Springer
Publication date : May 31, 2024
Edition : 2024th
Language : English
Print length : 450 pages
ISBN-10 : 3031542487
ISBN-13 : 978-3031542480
Item Weight : 1.38 pounds
Dimensions : 6.14 x 0.91 x 9.21 inches
Best Sellers Rank: #2,743,339 in Books (See Top 100 in Books) #620 in Management Information Systems #768 in Business Intelligence Tools #987 in Artificial Intelligence (Books)
