科技行业会议：优化成本和控制实现数据和人工智能的民主化.pdf

1、Optimizing Costs and Controls to Democratize Data and AITech Industry SessionJune 11,2025Agenda3Leading the Data and AI User RevolutionMiranda Luna,Director of Product Management at DatabricksOptimizing Costs and Controls to Democratize Data and AIVivek Srivastava,SVP Product and Engineering at OneT

2、rustDiscussionAnup Segu,Chief Architect at YipitDataVivek Srivastava,SVP Product and Engineering at OneTrustMiranda Luna,Director of Product Management at DatabricksLeading the Data and AI User RevolutionDirector of Product ManagementDatabricksMiranda LunaEnterprises want todemocratize data and AIfo

3、r all their employees2025 Databricks Inc.All rights reservedHow many of them know how to use that data and AI to drive impact?How many of your users have access to data and AI required to do their jobs?EngineeringProductSalesMarketingFinanceOperations2025 Databricks Inc.All rights reservedThe data l

4、akehouse simplified and unified the architecture Unified data storage for reliability and sharingData Science&AIETL&Real-time AnalyticsOrchestrationData WarehousingOpen Data LakeAll Raw Data(Logs,Texts,Audio,Video,Images)Unified security,governance,and cataloging2025 Databricks Inc.All rights reserv

5、edDatabricks Data Intelligence PlatformUse generative AI to understand the semantics of your dataDatabricksIQOpen Data LakeAll raw data(Logs,Texts,Audio,Video,Images)Data WarehousingOrchestrationETL&Real-time analyticsData science&AIUnity CatalogSecurely get insights in natural languageDelta Lake Un

6、iFormData layout is automatically optimized based on usage patternsMosaic AIDelta Live TablesWorkflowsDatabricks SQL2025 Databricks Inc.All rights reserved82025 Databricks Inc.All rights reservedDatabricks Data Intelligence PlatformUse generative AI to understand the semantics of your dataDatabricks