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Optimove:更好、更智能、更快:人工智能如何变革数据中台(CDP)(英文版)(13页).pdf

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1、Start with the CustomerBetter,Smarter,FasterHow AI is Transforming CDPs1ChatGPT,launched in November 2022,captured the worlds imagination as an example of what Artificial Intelligence(AI)can do.But ChatGPT is just the latest in a long line of ever-more-powerful AI systems,and will be followed by oth

2、ers that are more powerful still.More than the capabilities of any particular AI tool,what matters to business is how their organization can best take advantage of the opportunities that AI creates.This requires a clear picture of how AI will fit with other technologies and business processes.Read o

3、n to learn how AI can add value to Customer Data Platforms,how CDPs can make this possible,and what changes companies can expect as a result.AI Can Improve Every Aspect of CDP Lets start with the fun stuff:the benefits that AI can provide to a CDP.Much of the excitement surrounding ChatGPT has been

4、about content creation,including generating ideas,speeding research,and actual writing.But the capabilities of AI are much broader than that.CDP-related applications fall into two broad categories:data management and activation.Data Management applications relate to development of unified customer p

5、rofiles within the CDP database.Most of this work has traditionally been done by technical experts.AI can support them in ways including:Data integration:AI can examine input data to classify its contents and map these to a CDP data model.Simple versions of this have been available for decades,such

6、as recognizing when a field contains email addresses.But smarter AI will be able to make much more subtle judgements.In fact,the latest AIs are already able to build complete connectors for the entire data loading process themselves,removing a huge traditional bottleneck in adding new data sources t

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根据报告的内容,全文主要内容概括如下: - **AI对CDP的影响**:人工智能(AI)正在改变客户数据平台(CDP)的各个方面,包括数据管理和激活。 - **数据管理**:AI在数据集成、特征提取、数据质量、转换、身份管理和隐私方面提供支持。 - **激活应用**:AI在客户画像、预测模型、受众优化、机会识别、旅程开发、性能测量、内容创建、个性化消息和客户互动中发挥作用。 - **CDP设计要求**:CDP需要具备数据组装、测试和验证工具、输出集成和实时API等功能。 - **营销变革**:公司需要培训员工、设计工作流程、重新设计项目和内容、重新分配劳动力和支持系统,以适应AI带来的变化。 - **核心数据**:客户主导的营销平台Optimove证明可以平均提高33%的客户终身价值。 关键点: - AI提升CDP数据管理和激活能力。 - CDP需适应AI需求,提供灵活的数据处理和分析。 - 营销流程需重新设计以融入AI。 - 员工培训和组织结构调整至关重要。
"AI如何革新CDP?" "CDP如何利用AI提升营销效率?" "AI助力CDP,营销变革在即!"
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