{"product_id":"9783658510046","title":"Findings from Production Management Research: A Framework for Decision Optimization through Hybrid Intelligence","description":"\u003ch1\u003eFindings from Production Management Research: A Framework for Decision Optimization through Hybrid Intelligence\u003c\/h1\u003e \u003ch2\u003eSauer, Carl René\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eThe advent of artificial intelligence (AI) and machine learning (ML) has significantly transformed production management in industrial manufacturing by enabling data-driven decision-making. While human decision-making is valued for its adaptability and contextual understanding, AI-driven systems offer the advantage of faster, data-driven decisions. The concept of hybrid intelligence combines these two poles by utilizing the potential of AI without neglecting the necessary integration of human expertise. However, a structured method for determining the appropriate degree of automation – defining the division of tasks between humans and AI for each decision – is still lacking. Thus, this thesis develops a framework to determine the optimal level of Human-AI collaboration for production management use cases. This framework enables organizations to leverage AI effectively across various scenarios, complementing human expertise to enhance operational efficiency and decision-making processes. By offering a systematic method, the framework helps avoid suboptimal AI\/ML deployments and supports organizations in harnessing hybrid intelligence for innovative and future-ready production management.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer Vieweg\u003c\/p\u003e \u003cp\u003ePublication Date: 2026-02-22\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783658510046\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-658-51005-3\u003c\/p\u003e \u003cp\u003eDimensions: 210cm x148cm\u003c\/p\u003e \u003cp\u003ePages: 183\u003c\/p\u003e ","brand":"Springer Fachmedien Wiesbaden","offers":[{"title":"Default Title","offer_id":45665836335244,"sku":"9783658510046","price":89.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783658510046.jpg?v=1774143908","url":"https:\/\/lateknightbooks.com\/products\/9783658510046","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}