/ transformation
- Packaging and orchestration using Redshift-native wrappers/jobs
- Intelligent transformation engine, delivering up to 95% automation for Amazon Redshift

/ validation
- All transformed data warehouse workloads
- Business logic (with a high degree of automation)
- Cell-by-cell validation
- Integration testing on enterprise datasets

/ operationalization
- Capacity planning for optimal cost-performance ratio
- Performance optimization
- Robust cutover planning
- Infrastructure as code
- CI/CD
- Provisioning of Amazon Redshift and other AWS services for orchestration, monitoring, security etc.
