As technology progresses, businesses have the potential to increase their operational efficiency. Artificial intelligence (AI) is one of the most important technologies for companies of all sizes, as it allows them to automate processes and respond faster than people. This can help reduce production costs and improve the accuracy of operations. Smart factories are a great illustration of how AI can be used to identify and eliminate production waste or inefficiencies quickly. AI acts as a driving force for achieving operational excellence, as it can process information with minimal human involvement.
Knowing the driving forces and barriers to adopting AI to achieve operational excellence helps organizations maintain their competitive position. This concept is in the first operational stage, a short distance from the resources involved in its functions, but it is crucially associated with its planning. The results of a specialized literature review show that the driving forces for achieving operational excellence through AI are the improvement of machine computing capabilities, the development of data-based AI, advances in deep learning, cloud computing, data management and the integration of AI into operations. The result of artificial intelligence processing and real-time data can improve the organization's operational decisions to achieve excellence. The proposed framework for the core functionalities of operational excellence can be expanded according to the needs of the organization. Launching small-scale improvements is often more successful, as it will allow you to see which solutions actually improve the efficiency of operations before investing thousands or even millions of dollars.
The economic, environmental and social benefits of implementing artificial intelligence in dam operations are based on the principles of Industry 4.0.The results are important because they show that achieving operational excellence depends on driving forces and on the resolution of barriers. Artificial intelligence reconfigures operational excellence by using different basic functionalities to improve the organization's operations. AI has become an essential tool for businesses looking to increase their operational efficiency. By leveraging machine learning algorithms and real-time data analysis, companies can identify areas where they can reduce costs and improve accuracy. Additionally, AI can help organizations develop a framework for core functionalities that can be tailored to their specific needs.
Finally, understanding the driving forces and barriers to adopting AI is key to maintaining a competitive edge in today's market.