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AI planning requires shared decision ownership before advanced analytics

SAP's autonomous supply chain thesis shifts the bottleneck to decision orchestration

Multi-agent Supply Chains need coordination economics, not just specialised agents

Google TimesFM reframes forecast model-building as a decision-architecture problem

Is MAPE Still the Right Forecast Accuracy Metric for Demand Planning?

SKU Science Is Best Understood as a Lightweight Forecast-Governance Layer