Why Real-Time Data Is Cloud Warehouses' Weak Spot for AIThis is broadly compatible with today’s standard martech architecture, which has a central customer data store, central orchestration and analytics engines and channel-specific touchpoint (delivery) systems. Key Takeaways: AI's Impact on Martech Architecture and Marketing OrganizationsThe following table highlights the most important lessons, actions and strategic considerations emerging from AI's disruption of campaign-based marketing architecture and organizational structure. I’ll (very tentatively) suggest it will be the bottlenecks faced by AI: data, customer acquisition, orchestration, execution and trust. Data, customer acquisition, orchestration, execution and trust are proposed as the bottlenecks that should shape AI-era organizational structure. FAQ: AI's Impact on Martech Architecture and Marketing OrganizationEditor's note: This FAQ addresses the architectural and organizational questions raised by AI's shift away from campaign-based marketing models.