Multi-AZ medicine supply chain monitoring platform on AWS integrating ECS microservices, Lambda analytics, and SageMaker ML for real-time stockout detection and procurement optimization. Data flows from facility users through CloudFront and ALB to ECS services (Stockout Detection, Procurement Planning), Lambda functions (Consumption Trend Analyzer, Expiry Risk Scanner), and ML models in private subnets, with results persisted to RDS, DynamoDB, and Redshift across redundant data layers. This architecture ensures high availability, automated alerts via SNS, and audit compliance through CloudTrail and IAM role-based access for district and state health staff. Fork this diagram on Diagrams.so to customize subnets, add additional Lambda functions, or integrate with your existing healthcare data governance frameworks. The standby ALB and multi-AZ RDS setup provide failover resilience critical for uninterrupted medicine supply visibility.