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沃尔玛云到云数据共享:通过增量共享直接访问全渠道销售数据.pdf

上传人: Fl****zo 编号:718939 2025-06-22 15页 32.64MB

1、1Designing for Scale:Building Data Sharing Architecture to Enhance CollaborationWalmart is focused on serving existing and future customers how,when and where they want.Scintilla is a suite of data products that deliver actionable customer and store insights to help merchants and brands make better

2、business decisions.Data Ventures is productizing Walmarts rich data assets to better serve customers.Retail is more complex than everOverview|Introduction2Walmart Confidential Information|2025 Walmart Inc.All rights reserved.ScintillaAn integrated insights ecosystem,delivering common data,agile tool

3、s,and deeper knowledge of the customer and storeOverview|Introduction3Customer Perception:The WhyThe voice of the customer,reliably accessedShopper Behavior:The WhatBasket analysis for unrivalled brand/category insightsChannel Performance Insights Dashboard,Report Builder,and APIs:The WhereOmnichann

4、el operational excellenceDigital Landscapes:The HowPre-purchase perspectives on the digital shopping journeyInsights Activation:The What NextTargeted Walmart Connect media campaigns powered by shopper insights Walmart Confidential Information|2025 Walmart Inc.All rights reserved.The right omnichanne

5、l data to run your business at Walmart DeliveryBuy in storePickupTrue omni-sales data:Operational data that drives decisions:Ship to StoreShip to HomeShip from StoreStore fulfillment metrics:Nil-picks,pre-sub,post-subForecastNear real time dataInventoryBreadth and depth:2,000+data elementsDigital Tr

6、ansactabilityOverview|Channel Performance4Walmart Confidential Information|2025 Walmart Inc.All rights reserved.Lets talk about big dataOverview|Channel Performance Data APIs5Walmart Confidential Information|2025 Walmart Inc.All rights reserved.Store Sales for one CPG customerAround 5.49 GBs of data

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本文主要介绍了Walmart的数据共享架构Scintilla,旨在通过提供客户和商店的洞见,帮助商家和品牌做出更好的商业决策。以下是关键点: 1. **数据产品套件**:Scintilla作为一个整合的洞见生态系统,提供共同数据、敏捷工具和更深入的客户与商店了解。 2. **大数据应用**:Walmart每天与一个CPG客户共享约5.49 GB的数据,涵盖3,830个独特商品,6个服务渠道,4,600家美国门店,以及2年历史和30个KPIs。 3. **数据协作**:Scintilla通过行业首个数据馈送API,简化数据摄取和处理,支持一次调用共享所有数据。 4. **技术中立**:基于使技术供应商无关、易于访问且符合Walmart治理和安全性标准的原则,开发了新的解决方案——Cloud Feeds。 5. **架构设计**:Scintilla与Databricks合作,实现了OAuth认证和Change Data Feed(CDF)+ 数据摄取/删除向量支持,以实现可扩展的解决方案。 6. **技术支持**:Cloud Feeds支持多种编程语言和云服务提供商,如R、Python、Pandas、Azure、Snowflake、Databricks和Google Cloud。 通过这些核心数据和技术创新,Walmart Data Ventures产品化了其丰富的数据资产,以更好地服务客户并推动零售业务的发展。
"如何实现大数据高效共享?" - 揭秘Walmart数据架构,提升企业协作效能! "云馈(Cloud Feeds)如何简化数据接入?" - 探索Scintilla创新方案,让数据处理更轻松! "OAuth与CDF技术如何协作?" - 深入了解Scintilla与Databricks联手打造的扩展性解决方案!
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