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What’s Really Holding Back AI Adoption in Manufacturing and Supply Chains? (Part 2 — Technical & Data Challenges)
This article is part of a 3-part series exploring the key barriers preventing successful AI adoption in manufacturing and supply chains, based on recent research and industry insights. In Part 1 , I examined organizational and cultural barriers. This second article focuses on the technical and data-related challenges that often prevent AI solutions from scaling effectively. Without high-quality, integrated, and accessible data and without the infrastructure to support real-t
Nov 17, 20257 min read


Your Next Demand Spike is Already Trending Online... Are You Paying Attention? Using AI for Demand Forecasting.
Can social media predict product demand? Many supply chain professionals still rely on traditional forecasting methods, but what if social media could give us real-time demand signals before sales even happen? In my recent research, we found that analyzing social media sentiment and engagement can improve demand forecasting accuracy by 42%, especially for new products with no historical data. Let’s break it down. Image generated by AI (DALL·E) The Challenge: Forecasting New
Mar 12, 20256 min read
