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Architectures for the Intelligent AI-Ready Enterprise
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Building on the supply chain foundations established in the previous chapter, we’ll now venture into the next frontier of manufacturing AI: intelligent operational systems that don’t just automate tasks, but collaborate, learn, and adapt in real time. While supply chain optimization demonstrates AI’s power to transform reactive processes into predictive ones, the applications we’ll explore in this chapter represent a fundamental shift toward truly autonomous manufacturing ecosystems where multiple AI agents work together to optimize complex, interconnected operations.
This chapter explores four critical domains where collaborative AI is redefining manufacturing excellence. We begin with predictive maintenance, where multi-agent systems coordinate across machine prioritization, failure prediction, repair planning, and maintenance guidance, transforming equipment management from...
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