The future of forecast value add: An expert’s AI agent framework transforming e-commerce forecasting
· Source: scmr.com
In short
The article explores the rising complexity of AI-driven forecasting in supply chain planning, emphasizing the importance of forecast value add (FVA) to measure true performance gains. It highlights the operational fallout of forecasting errors in e-commerce and omnichannel settings and presents a framework combining AI agents, human oversight, and continuous learning to improve forecast accuracy and operational impact. Industry-specific challenges in omnichannel retail, life sciences, and sports merchandising are discussed, alongside a call for disciplined evaluation to ensure meaningful forecasting innovation.
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In the issue of week 13, 2026: AI-Driven Execution and Security Shift Supply Chain Into High-ROI Operating Systems
Tags: forecasting, e-commerce, AI agents, FVA, supply chain, automation