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1、Data,BI and Analytics Trend Monitor 2026The worlds largest survey of data,BI and analytics trendsResearch sponsored by:3 Data,BI and Analytics Trend Monitor 2026-BARC 2025AHerbert StaufferSenior Analyst Data&ALarissa BaierSenior Analyst Data&ATimm GrosserSenior Analyst Data&ADr.Carsten BangeFounder&

2、CEORobert TischlerSenior Analyst Data&AFlorian BigelmaierAnalyst Data&Analytics4 Data,BI and Analytics Trend Monitor 2026-BARC 2025Table of ContentsExecutive Summary 6Survey Results 10 Results Overview.11TrendsDevelopment.13Leadersvs.Laggards.15Top 20 Trends in Detail 17 DataQualityManagement.18 Dat

3、a Security&Privacy.20 Data-Driven Culture.22 Data&AI Governance.24 Data&AI Literacy.26 Self-Service Analytics&Data Discovery.28 AI/ML/Advanced Analytics.30 Data Warehouse Modernization.32 Data Preparation by Business Users.34 DataCatalogsandDataIntelligencePlatforms.36 Cloud for Data&Analytics.38 De

4、cisionIntelligence&Automation.40 Generative AI for Data&Analytics.42 EmbeddedAnalytics&AI.44 Data Products&Marketplaces.46 Data Ops&Observability.48 Data Fabric.50 Data Valuation&Monetization.52 Agentic AI.54 Real-TimeAnalytics&Streaming.56Recommendations 58Methodology 61Glossary 63BARC Company Prof

5、ile 67Sponsor Profiles 69 Denodo.70 Strategy.71 TARGIT.725 Data,BI and Analytics Trend Monitor 2026-BARC 2025ForewordEverybusinessisadatabusiness.Theprimaryroleofdataistoem-powerdecision-makersacrossalllevelswithreliable,actionablein-sights.WhileusingdataandAItoautomateprocessesanddecisionsisanemerg

6、ingtrend,stayingcompetitiverequiresorganizationstocon-tinuallyevolvetheirdatacapabilities,transformingrawinformationintoinsightsthatdrivedecision-makingandlong-termsuccess.However,becomingdata-drivenpresentschallenges.TheBARCData,BIandAnalyticsTrendMonitor2026showsthatwhileAIandautoma-tiontrendsareg