Automated Workload Transformation from DataStage to Snowflake

Modernize your legacy ETL to Snowflake with lower cost and lower risk

In the present cloud-agnostic world, enterprises are taking a leap to the cloud to unleash the true potential of their business. Staying updated to the ever-evolving digital age is essential in the long-run growth for businesses. Migrating to Snowflake can enable enterprises to unlock their business potential, but the path to modernization can be challenging.

LeapLogic is here to change that.

Automate DataStage to Snowflake migration up to 95% with LeapLogic’s intelligent grammar engine.

Let us see how LeapLogic automates end-to-end Snowflake migration with its proven 4-step approach:


LeapLogic starts the ETL migration to Snowflake process by assessing the existing DataStage scripts. The tool provides a comprehensive complexity analysis and end-to-end data and process lineage, enabling businesses in offloading workloads to Snowflake in a phased manner.

LeapLogic also identifies code gaps and gives actionable recommendations, ensuring efficient performance of the migrated workloads on Snowflake.

In the last phase of this step, LeapLogic offers a graphical view of data and process lineage that illustrates complex interdependencies between workloads. The detailed assessment improves data security, quality, and regulatory compliance of businesses.


LeapLogic performs the end-to-end transformation of DataStage workloads to Snowflake in three stages:


Automates the conversion of the legacy schema to Snowflake-equivalent code

Data validation

Authenticates all the migrated data and certifies it seamlessly


Modifies the DataStage code and business logic to Snowflake-equivalent code 

Significantly reducing manual effort when migrating DataStage to Snowflake, LeapLogic’s intelligent transformation engine maps and converts all source qualifiers, keywords, filters, functions, lookups, legacy expressions, and constructs efficiently.


Once LeapLogic transforms all the legacy code, it auto-generates reconciliation scripts and offers unit and integration testing to optimize the data on the cloud.

Furthermore, 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 Snowflake-native orchestrators using target executable packaging. During DataStage to Snowflake migration, it also ensures operationalization of the migrated workloads on Snowflake.

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

What value do you get out of these?

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

For over a decade, we have helped Fortune 500 companies take data-driven decisions with absolute confidence and drive powerful business outcomes they had never imagined.

It is more than the next step. It is a leap into the future of your business.