/ transformation
- Packaging and orchestration using Azure-native services
- Intelligent transformation engine, delivering up to 95% automation for:
- Data warehouse – Azure HDInsight, Azure Synapse
- ETL – Azure Data Factory, Azure Synapse, PySpark
- Analytics – Azure HDInsight, PySpark
- BI/Reporting – Azure Power BI
- Hadoop – Azure Synapse, Presto query engine
/ validation
- All transformed data warehouse, ETL, analytics, BI/reporting, 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
- Data warehouse – Provisioning of ADLS/HDInsight/Synapse, and other Azure services for orchestration, monitoring, security, etc.
- ETL – Provisioning of Azure Data Factory and other required services
- Analytics – Provisioning of Azure HDInsight and other required services
- BI/Reporting – Provisioning of Power BI
- Hadoop – Provisioning of Synapse and other required services