/ transformation
- Packaging and orchestration using Snowflake-native services
- Intelligent transformation engine, delivering up to 95% automation for:
- Data warehouse to Snowflake migration – Snowflake
- ETL to Snowflake migration – Snowflake
- Analytics to Snowflake migration – Snowpark on Snowflake
- Hadoop to Snowflake – Snowflake, Presto query engine
/ validation
- All transformed data warehouse, ETL, analytics, and/or Hadoop workloads
- Business logic (with a high degree of automation)
- Cell-by-cell validation
- File to file validation
- Integration testing on enterprise datasets
- Assurance of data and logic consistency and parity in the new target environment
/ operationalization
- Productionization and go-live
- Capacity planning for optimal cost-performance ratio
- Performance optimization
- Robust cutover planning
- Infrastructure as code
- Automated CI/CD
- Provisioning of Snowflake and other required services