Automated Workload Transformation from Netezza to Azure Synapse

Learn how LeapLogic transforms legacy ETL, data warehouse, Hadoop, and analytics workloads to Azure Synapse with up to 95% automation.

In today’s digital age, moving to the cloud is inevitable as enterprises need to stay updated to the ever-evolving technology to accelerate their business growth. Migrating to Azure Synapse can enable businesses to unlock their true potential, but, in the process, they can encounter unwanted obstacles in their modernization journey.

LeapLogic can change that.

Automate Netezza to Azure migration up to 95% with LeapLogic’s intelligent grammar engine.

Let’s see how LeapLogic automates end-to-end Azure Synapse migration with its proven 4-step approach.


Assessment is the first step in the automation journey. LeapLogic starts the migration to Azure journey by assessing the existing Netezza scripts and provides comprehensive complexity analysis and end-to-end data and process lineage.

This helps in offloading workloads to Azure Synapse in a phased manner.

Furthermore, LeapLogic identifies code gaps and offers actionable recommendations to ensure efficient performance of the workloads on Azure Synapse.

LeapLogic also offers a graphical view of data and process lineage that illustrates complex interdependencies between workloads. The detailed assessment ensures improved data security, privacy, transparency, quality, and regulatory compliance.


LeapLogic performs an end-to-end transformation of Netezza workloads to Azure Synapse in three stages:


Automates the conversion of the entire legacy schema to Azure-equivalent PySpark code and migrates all the data into Azure cloud data warehouse tables

Data validation

Authenticates all the migrated data and certifies it seamlessly


Modifies the Netezza code and business logic to Azure-equivalent code

LeapLogic’s intelligent transformation engine significantly reduces manual effort in mapping and converting all source qualifiers, keywords, filters, functions, lookups, Netezza expressions, and constructs during Netezza migration to Azure Synapse.


Once LeapLogic transforms all the legacy code, it further optimizes the data on the cloud by auto-generating reconciliation scripts and offering unit and integration testing.

LeapLogic also provides cell-to-cell validation reports, data type, file-to-file validation, and entity-level matching.


When we say end-to-end, we mean it!

LeapLogic integrates legacy tools and existing processes to Azure-native orchestrators using target executable packaging. When migrating workloads from Netezza to Azure Synapse, it also ensures operationalization of the migrated workloads on Azure Synapse.

It provides a DevOps-ready environment, an optimal cost-performance ratio, accelerates the decommissioning of legacy workloads, and ensures stabilization on Azure Synapse.

What value do you get out of these?

Automated, fast, risk-free, dependable, secure, and affordable Azure modernization experience.

For over a decade, we have helped Fortune 100 companies take data-driven decisions with absolute confidence and drive powerful business outcomes they had never even imagined.

We are here to accelerate your modernization journey!