A global manufacturing firm needs to assess 2,000+ hybrid workloads for AWS migration. This drill examines the trade-offs between agent-based discovery, server grouping strategies, and EC2 right-sizing—with quantified FinOps impact.
A healthcare API needs to identify Protected Health Information in uploaded PDF and JPEG reports. We analyze the trade-off between building custom ML solutions versus leveraging AWS-managed AI services for minimal operational overhead.
A global IoT gaming company must process large-scale time-series data from devices efficiently, balancing simplicity, scalability, and analytics speed.
Explore the critical decision process for retrofitting encryption on a production RDS Multi-AZ database, comparing snapshot-based migration vs. misconceptions about in-place encryption and storage-layer solutions.
A global e-commerce company needs multi-region durability and availability for static web assets served from Amazon S3 buckets. This drill analyzes four architectural approaches with trade-offs in complexity, cost, and fault tolerance.
A Professional-level analysis of migrating a traffic-surge-prone .NET application to AWS, comparing Elastic Beanstalk vs CloudFormation, Aurora vs RDS MySQL, and multi-AZ vs multi-Region strategies for 200K daily users.