Automated workload transformation from Ab Initio to AWS Glue

Learn how LeapLogic helps enterprises seamlessly modernize legacy ETL and tap the benefits of AWS Glue

In today’s digital age, modernizing ETL workloads is imperative as enterprises need to stay updated to accelerate their business growth. Ab Initio to AWS Glue migration can enable businesses to unlock their true analytical potential, but they can encounter unwanted obstacles in their modernization journey.

LeapLogic is here to change that.

Let’s see how LeapLogic automates end-to-end Ab Initio migration to AWS with its proven 4-step approach.


LeapLogic assesses the existing Ab Initio scripts and provides a comprehensive complexity analysis along with an end-to-end data and process lineage.

Furthermore, LeapLogic ensures efficient performance of the workloads on AWS Glue by identifying code gaps and offering actionable recommendations.

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

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LeapLogic performs an end-to-end transformation of Ab Initio workloads to AWS Glue in three stages:


Automates the conversion of the entire legacy schema to AWS-equivalent code and migrates all the data into AWS cloud

Data validation

Authenticates all the migrated data and certifies it


Modifies the Ab Initio code and business logic to AWS-equivalent code


LeapLogic’s intelligent transformation engine reduces manual effort in mapping and converting all source keywords, functions, qualifiers, filters, lookups, expressions, and constructs during Ab Initio to AWS Glue migration.


LeapLogic 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 AWS-native orchestrators using target executable packaging. When migrating workloads from Ab Initio to AWS Glue, it also ensures operationalization of the migrated workloads on AWS.

What value do you get out of these?

Automated, fast, risk-free, and affordable Ab Initio to AWS Glue migration 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 even imagined.

We are here to accelerate your modernization journey!