美国联合航空如何将 SWIM 数据转化为实时运营洞察和更快的决策.pdf

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1、Real-Time Operational Intelligence from SWIM DataAs part of the Data Next strategy,weve centralized our data to enhance analytics and decision-making3Data Analytics Journey3Q2021:Initiated UDH buildout on AWS and roll out initial use-cases4Q2023:Onboarded Databricks at United for data processing3Q20

2、24:Started connected data fabric build out on UDH2Q2025:Enable Real-time analytics with event driven data streams2Q2024:Migrated on prem legacy data to CloudBuild secure,scalable and flexible platform on cloudInterconnected data platform for the enterprisePurpose built for analytics and operational

3、use casesUnited Data Hub(UDH)ScalableIncreased Customer ValueSecureReliableQuicker Insights to ActionCentralize data managementModernize ETL framework and rationalize toolingEmpower users with UDH DataCanvas&PowerBIData UnificationBuild data products designed on Airline Domain Data Model with experi

4、ence driven interconnected analytics productsConnectedData FabricEnhancing user experience with GenAI based NLQCoding assistants for high quality and faster code developmentAutomate processes with Agentic AI workflowsData IntelligenceGenAI+AI/MLData Engineering strategic vision is to unify data plat

5、form,interconnect data,and use AI to accelerate data usage and make analytics intelligentManage and build data assets for advancing business outcomesEnsure data accessibility based on principles of least privilegesBusiness data stewards to help build high quality reusable data fabricPartner with CDR

6、 team to ensure protection of data assetsData Governance4Strategic vision is to drive efficiency and improved employee/customer experience with data driven productsGenAI enabledConnected Data FabricReliable and Cost Optimized5Collab AnalyticsFast accessPro-cessingData lakeAuroraRedshiftDynamoDBArchi