{"product_id":"human-ai-collaboration-in-production-management-von-carl-rene-sauer","title":"Human-AI Collaboration in Production Management","description":"\n                                \n                \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\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783658510046\"\u003e\u003ch3\u003eA Framework for Decision Optimization through Hybrid Intelligence\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783658510046","offer_id":57401283543365,"sku":"9783658510046","price":96.29,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/af85e382-1bc5-4b4e-8458-2e32daf41fb9.jpg?v=1776919786","url":"https:\/\/shop.autorenwelt.de\/products\/human-ai-collaboration-in-production-management-von-carl-rene-sauer","provider":"Autorenwelt Shop","version":"1.0","type":"link"}