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portada Beyond the Noise. How Epoca International and the University of Florida Used Artificial Intelligence to See Tomorrow's Consumer Demand
Type
Physical Book
Collection
Warrington Case Series
Year
2026
Language
English
Pages
26
Format
Paperback
Dimensions
22.9x15.2 cm
ISBN13
9798950151941

Beyond the Noise. How Epoca International and the University of Florida Used Artificial Intelligence to See Tomorrow's Consumer Demand

Liangfei Qiu;Qili Wang;Zhechao Yang;Yi Su;Hsing Kenneth Cheng (Author) · Warrington Press · Paperback

Beyond the Noise. How Epoca International and the University of Florida Used Artificial Intelligence to See Tomorrow's Consumer Demand - Liangfei Qiu;Qili Wang;Zhechao Yang;Yi Su;Hsing Kenneth Cheng

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Synopsis "Beyond the Noise. How Epoca International and the University of Florida Used Artificial Intelligence to See Tomorrow's Consumer Demand"

The University of Florida (UF) and Epoca International jointly transformed the flood of everyday social-media posts into a precise, AI-driven demand-forecasting engine. UF leveraged its HiPerGator supercomputer and interdisciplinary faculty to build large-scale models that sifted billions of unprompted consumer conversations. Epoca supplied proprietary product data, industry expertise, and its rapid-product-development cycle. Together they demonstrated how advanced analytics can shift a company from reactive to proactive market sensing, shortening the product-to-shelf timeline while maintaining inventory efficiency. The partnership exemplifies UF’s broader mission of an AI-University that partners with industry to convert cutting-edge computing into real-world competitive advantage.Learning Objectives

Explain how advanced high-performance computing and AI can transform billions of social-media signals into demand-forecasting models. Explain the process by which AI‑driven multimodal learning distinguishes genuine purchase‑triggering content from background noise in massive digital conversations. Analyze how early detection of consumer intent empowers a company to align manufacturing decisions before traditional sales data surface. Evaluate the strategic value of university-industry partnerships in translating advanced AI research infrastructure into competitive business advantages.

Appropriate Courses

AI for business, data-driven market forecasting, marketing analytics and predictive modeling, strategic operations and digital transformation, operations and supply-chain management, interdisciplinary research collaboration

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