Compound AI Systems: Simplified Layer InteractionsIntegration LayerEnterprise APIs • User Interfaces • Security • MonitoringERP SystemsWeb/Mobile AppsAnalyticsOrchestration LayerCoordinates AI services through standardized protocolsSmart RouterRoutes and coordinates tasksWorkflow EngineLoad BalancerStream ProcessorCache ManagerFoundation LayerSpecialized AI models and data servicesTask SpecializationSmallLargeVisionNLPAudioData IntegrationEnterpriseExternalVectorSearchCacheCost Optimization$0.001$0.05Dynamic RoutePerformance ScalingHorizontal ScalingAuto-ScaleMulti-Agent TeamsSpecialized agents collaborate through stream-based coordinationResearch shows 70% improvement in goal success rates vs single agentsMultiplicative ValueComponents reinforce each other • Capabilities no single model can achieve • Enterprise-ready scalability