Beyond our wildest expectations, AI is transforming both the pace of industrial development and our way of life. Many countries have launched national AI initiatives to highlight the value and use of AI in smart enterprises. However, it is necessary to ignore issues with the practical application of AI to contemporary industrial issues. The biggest problem right now is finding different applications that might provide value and meet the expanding market while also satisfying capital needs. A systematic framework called "Industrial AI" was given together with its major enabling technologies in order to give a clear road map for the methodical development and integration of AI in industrial processes. In the manufacturing industry as a whole, this paper presents a complete analysis of the key enabling solutions for industrial AI. It also discusses how these solutions' systematic adoption can help open up new chances for value creation and delay the emergence of problems. Keywords: Industrial AI, Enabling Technologies, Applications, Artificial intelligence, Industry 4.0