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Book Overview & Buying
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Table Of Contents
Architectures for the Intelligent AI-Ready Enterprise
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This chapter has explored how AI is revolutionizing supply chain and inventory management in manufacturing operations. We’ve examined the evolution from traditional inventory classification approaches such as ABC analysis to sophisticated MCIC enhanced by GenAI, which can now incorporate unstructured data from customer reviews, supplier communications, and market signals to create more nuanced and effective inventory categorization.
The four-step methodology for implementing GenAI-powered inventory classification, that is, creating vector embeddings, designing evaluation criteria, developing agentic applications, and enhancing classification models, demonstrates how modern data platforms can bridge the gap between qualitative business insights and quantitative decision-making. We’ve seen practical applications ranging from AI-powered classification systems that transform customer feedback into inventory insights to autonomous agentic systems that can independently...
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