000			02258nam a22002057a 4500
005			20250108182708.0
008			250108b |||||||| |||| 00| 0 eng d
020			_a9783031542480
082			_a006.3 _bSAR
100			_aSarferaz, Siar _920279
245			_aEmbedding artificial intelligence in ERP software: _ba conceptual view on business AI with examples from SAP S/4HANA
260			_bSpringer _aCham _c2024
300			_axvi, 434 p.
365			_aEUR _b49.99
520			_aThis 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. (https://link.springer.com/book/10.1007/978-3-031-54249-7)
650			_aArtificial intelligence
650			_aBusiness information systems _920280
650			_aBusiness --Data processing
942			_cBK _2ddc
999			_c8376 _d8376