{"product_id":"book-v661","title":"Manufacturing AI","description":"\u003cp\u003e\u003cstrong\u003eTurn Manufacturing Data into a Scalable Competitive Advantage\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eFactories create massive amounts of data from IoT sensors, MES, SCADA, quality systems, supply chain, maintenance, and others. Yet most organizations can't turn it into decisions fast enough. The result is reactive firefighting and AI pilots that stall.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eThe Unified Manufacturing Data Architecture (UMDA)\u003c\/strong\u003e is a practical framework built for industry, not adapted from IT. It shows you how to handle real-time streams, integrate legacy systems, enforce security, and scale AI across sites.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat you'll learn\u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eDesign \u003cstrong\u003eCommon Data Models (CDMs)\u003c\/strong\u003e that unify complex, multi-system data\u003c\/li\u003e\n\u003cli\u003eUse \u003cstrong\u003eedge federation\u003c\/strong\u003e for low-latency, on-site decisions\u003c\/li\u003e\n\u003cli\u003eBuild a \u003cstrong\u003eUnified Data Layer (UDL)\u003c\/strong\u003e that powers analytics and LLMs\u003c\/li\u003e\n\u003cli\u003eApply \u003cstrong\u003edata contracts\u003c\/strong\u003e for quality, security, and compliance\u003c\/li\u003e\n\u003cli\u003eDeploy \u003cstrong\u003eEdge Intelligence Hubs\u003c\/strong\u003e and \u003cstrong\u003eagentic AI\/LLM routing\u003c\/strong\u003e\n\u003c\/li\u003e\n\u003cli\u003eConnect \u003cstrong\u003edigital threads\/twins\u003c\/strong\u003e to real-time operations\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cp\u003e\u003cstrong\u003ePotential outcomes when UMDA is implemented well\u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eIdentify failure patterns earlier and plan maintenance proactively\u003c\/li\u003e\n\u003cli\u003eCatch quality drift in real time and reduce scrap\/rework\u003c\/li\u003e\n\u003cli\u003eSynchronize planning with live constraints for fewer schedule breaks\u003c\/li\u003e\n\u003cli\u003eShorten time-to-value by standardizing data and integrations\u003c\/li\u003e\n\u003cli\u003eShare proven improvements across sites with less friction\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cp\u003e\u003cstrong\u003eStop drowning in data.\u003c\/strong\u003e Build an \u003cstrong\u003eAI-ready\u003c\/strong\u003e architecture that anticipates, adapts, and continuously improves by turning information into measurable results.\u003c\/p\u003e","brand":"INAudio","offers":[{"title":"Audiobook","offer_id":50203155431728,"sku":"BDv661","price":24.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0879\/2784\/9264\/files\/v661-Square-cover.jpg?v=1781686361","url":"https:\/\/downpour.com\/products\/book-v661","provider":"Downpour","version":"1.0","type":"link"}