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IntroductionTable 1: Most Widely Adopted - Customer-Facing AI ApplicationsTable 2: Common Business Intelligence & Analytics Use CasesTable 3: Industry-Specific Advanced ApplicationsTable 4: Data Operations, Governance & Platform EngineeringTable 5: Cutting-Edge & Emerging Agentic AI ApplicationsTable 6: Data Engineering & Infrastructure AutomationReferencesPlatform & Core Lakehouse AI DocumentationRAG & Vector SearchFine-Tuning & Model TrainingText-to-SQL & Natural Language QueryingSentiment Analysis & NLPPredictive Analytics & Feature EngineeringRecommendation SystemsChurn Prediction & Customer AnalyticsFraud Detection & AMLKnowledge Graphs & Entity ResolutionData Cataloging & Metadata ManagementPII Detection & Data PrivacyMLOps & Pipeline OrchestrationCode Generation & DocumentationBusiness Intelligence & AnalyticsCustomer Case Studies & Real ImplementationsDocument ProcessingConversational AI & ChatbotsAgentic AI & Autonomous SystemsSupply Chain & ManufacturingDynamic Pricing & Revenue OptimizationHealthcare & Clinical AIMarketing & PersonalizationRoot Cause Analysis & Incident ResponseHR & Talent AnalyticsAdditional Industry Resources & PapersEmerging Technologies & Advanced TopicsCost Optimization & FinOpsSpecialized Verticals & Use CasesYouTube Video Resources (Most Popular by Views & Rating)Key Business Insights SummaryAdoption Maturity SpectrumTypical ROI TimelineCommon Success Factors