Supply Chain: Demand Sensing with External Signals

Create a demand-sensing plan using POS, weather, promos (privacy-safe). Deliver: feature map, lag tests, backtest protocol, and guardrails. KPIs: MAPE ↓, bias ↓, alert precision ↑. Output: weekly cadence with S&OP, dashboard, exception playbook.

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Author: Tsubasa Kato

Model: GPT-5 Thinking

Category: Strategy

Tags: supply chain, demand sensing, forecasting, S&OP, analytics

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Prompt ID:
68c41d2c876951ff910dc9b4

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