从发货到动销：用AI打通跨境快消的海外数据断层
Introduction
跨境经销「从发货到动销」数据断层打通 · FDE 落地法。当用户面临跨境/经销模式下总部只看得见发货(Sell In)、两国动销(Sell Through)是黑箱的问题，需要用 AI 从经销商的 PDF/图片/Excel/手写单据中抽取并校验数据，对齐口径、标记异常、并产出「每个数字都点得开、溯得到源」的可溯源看板时使用。典型触发词：'打通跨境经销的数据断层'、'从发货到动销'、'Sell In 和 Sell Through 对不上'、'经销商数据看不清动销'、'总部只看得见发货看不见动销'、'用 AI 从 PDF/图片/Excel 抽取经销商数据'、'跨境快消数据连通'、'market spend 异常检测'、'可溯源看板'、'经销商填报口径不一。 — English: Use when the HQ sees shipments but not overseas sell-through, or when dealer data comes as unstructured PDF/Excel/photos and calibers across markets don't match. AI extracts & validates dealer data, aligns caliber, flags anomalies, and produces a traceable dashboard where every number is click-to-source. English triggers: 'cross-border distributor data gap', 'Sell In vs Sell Through mismatch', 'distributor sell-through is a black box', 'traceable dashboard for dealer data', 'extract dealer data from PDF/Excel/photos', 'connect overseas sales data', 'unify distributor reporting caliber', 'market spend anomaly detection'. Channel-agnostic & industry-agnostic: ships a client-fillable Excel checklist, a submission schema, and a zero-dependency Python connector (caliber validation + anomaly detection + click-to-trace HTML dashboard).
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