{"product_id":"artificial-intelligence-in-production-9786209843686","title":"Artificial Intelligence in Production","description":"\u003cp\u003e • Author(s): Aleksandr Polezhaev\u003cbr\u003e • Publisher: LAP Lambert Academic Publishing\u003cbr\u003e • Publisher Imprint: LAP Lambert Academic Publishing\u003cbr\u003e • BISAC: Engineering (General)\u003c\/p\u003e\u003cp\u003eThis monograph addresses the engineering challenges of deploying and operating AI systems in real-world environments. It focuses on data infrastructure for production AI, model deployment constraints, reliability and observability, human-AI interaction, scaling AI in enterprise settings, security and robustness, and economic impact. The book shifts the emphasis from model-centric thinking to system-oriented design, offering actionable frameworks for building resilient, maintainable, and cost-effective industrial AI systems.\u003c\/p\u003e","brand":"LAP Lambert Academic Publishing","offers":[{"title":"Paperback","offer_id":47883600232599,"sku":"9786209843686","price":5317.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9786209843686.webp?v=1781102787","url":"https:\/\/atlanticbooks.com\/products\/artificial-intelligence-in-production-9786209843686","provider":"Atlantic Books","version":"1.0","type":"link"}