Building AI Cloud Infrastructure for consumer packaged goods operations isn't like deploying generic enterprise cloud services. The unique computational demands of trade promotion optimization, the real-time requirements of demand forecasting during high-velocity promotional periods, the security complexities of collaborative planning with retail partners, and the massive data volumes from sell-in and sell-out metrics create infrastructure requirements that standard cloud architectures simply don't address. Yet CPG companies approaching cloud migration often work from checklists designed for different industries, leading to expensive misconfigurations, underperforming AI implementations, and infrastructure that can't scale when promotional planning cycles demand maximum computational capacity. This comprehensive checklist addresses the specific infrastructure components that CPG organizations need to support advanced analytics, AI-driven decision-making, and competitive tra...