2270 data driven insights based on AI and domain knowledge.pdf

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1、October 21-24,2024Mandalay Bay Convention CenterLas Vegas,NevadaSession 2270Maximilian BurkardtAdvisory Technical Sales Specialist(AI)Data driven insightsAn enterprise approach using AIAI and domain knowledgedomain knowledge#IBMTechXchange2What you will learn in this sessionIBM TechXchange|2024 IBM

2、Corporation0102030405Motivation&DemoArchitectureClient DemoCARA 2.0Q&A#IBMTechXchangeImagine asking your AI-Assistant a data related question and it knows your business as well as you do.and sometimes even better 3IBM TechXchange|2024 IBM Corporation#IBMTechXchangeask CARA,your AI Assistant powered

3、by watsonx&domain knowledge4Instead ofIBM TechXchange|2024 IBM Corporationseeing an outlier in your Dashboard and being forced to call a domain knowledge expertAI Assistant CARAHypermarkets have a lower sales efficiency for grocery products than average.How can that be?Hypermarkets have a lower sale

4、s efficiency for grocery products than average,because they dedicate 35%of their selling space to non-grocery products.#IBMTechXchange5What you will learn in this sessionIBM TechXchange|2024 IBM Corporation0102030405Motivation&DemoArchitectureClient DemoCARA 2.0Q&A#IBMTechXchange6What happens behind

5、?IBM TechXchange|2024 IBM CorporationAI Assistant CARAHypermarkets have a lower sales efficiency for grocery products than average.How can that be?Hypermarkets have a lower sales efficiency for grocery products than average,because they dedicate 35%of their selling space to non-grocery products.Data

6、 model,e.g.PA,CAData Data contextcontext:“Sales efficiency”adresses the measure“Sales_per_squarefood”and is calculated“revenue devided through selling spaceselling space”(for grocery products)Knowledge baseDomain context:Domain context:Hypermarkets are one-stop shopping retail stores with at least 3