A scalable and cost-optimized backup system for S3 data warehouses has been implemented, utilizing AWS Lambda and ECS Fargate to handle incremental backups efficiently. The system reduces costs by copying only new or changed files, employs a safe deletion workflow for old data, and is designed to scale seamlessly from small to massive datasets. Key features include automated validation, parallel processing, and lifecycle-based retention strategies.