赞助商：Anomalo 协调物联网、保单和保险公司数据以提供更优惠的客户折扣.pdf

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1、Sponsored by:Anomalo|Reconciling IoT,Policy,and Insurer Data to Deliver Better Customer Discounts Michael Randall IoT Data ReconciliationBackground:Nationwide offers discounts to safe drivers using either a smartphone app or a dongle placed in the car.Driving information is sent to Nationwide to cal

2、culate the appropriate premiumThe Problem:Data is stored in multiple tables across three different technologies(Oracle,Databricks and Postgres).The IoT team wanted to reconcile data across sources to ensure the insured data existed in all three repositoriesManual reconciliations focused on fixing in

3、dividual records and didnt lead to root cause analysis or resolving defects3Automating Data Quality with Anomalo Databricks Federated Catalog allowedthe team to create combined views fromdata across the eco-system and flag outof sync data Anomalo monitors the input and output tables for anomalies an

4、d out of sync data,allowing users to focus on other value add activities Knowing when and where data qualityissues occur facilitates the communicationto technology and consumers allowingthem to act 4I know the price of success:dedication,hard work,and an unremitting devotion to the things you want t

5、o see happen.Frank Lloyd WrightData Quality Success at Nationwide Nationwide has a Data Risk Committee charged with minimizing data risks,theyset Enterprise Policy and Standards,Data Quality is one of those risks The Central Team of our Federated Data Governance organization is charged with driving

6、adoption of data quality tools,capabilities,and practices A Data Risk Assessment team performs assessments for compliance to the policies and standards6Measuring Success in 2025 Nationwide uses data from Anomaloto create scorecards that are sharedto the Risk Committee,Leaders and