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Designing a framework to develop capabilities for adopting AI/ML technologies in the supply chain

Jakkan, Shiva (2021) Designing a framework to develop capabilities for adopting AI/ML technologies in the supply chain.

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Abstract:In recent decades, supply chain organizations have encountered significant hurdles resulting from unexpected environmental and operational changes. Supply chain organizations struggle to keep up with rapidly changing customer demand, excellent operations planning, and the constantly changing state of business processes in an increasingly VUCA (volatility, uncertainty, complexity, and ambiguity) environment. As a result, innovative analytical technologies can be implemented in supply chain operations to overcome the hurdles and manage the operations. For the successful implementation of innovative analytical technologies like AI/ML in supply chain operations, organizations need to develop essential capabilities. In order to focus on essential capabilities, the aim of this thesis is to design a framework to develop data management, analytical, and performance management capabilities for implementing AI/ML technologies in supply chain operations effectively.
Item Type:Essay (Master)
Faculty:EEMCS: Electrical Engineering, Mathematics and Computer Science
Subject:50 technical science in general
Programme:Business Information Technology MSc (60025)
Link to this item:http://purl.utwente.nl/essays/87866
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