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3X Code Conversion

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What is vFunction?

vFunction breathes new life into Java applications, facilitating a smoother migration to the cloud. It allows for the rapid and automatic extraction of effective microservices from complex monolithic architectures. The platform provides a cohesive interface that manages and tracks extensive cloud migration and modernization projects across an entire suite of applications. Its modernization dashboard governs the entire migration process, aiding in critical decisions regarding whether to refactor, retain, retire, replatform, or rewrite specific applications. Despite the ongoing cloud transformation efforts, there are still hurdles to overcome in the realm of application modernization. It is crucial to support teams in navigating these challenges and speeding up their advancement. As the urgency for modernization grows, relying merely on lift and shift methods proves inadequate. These older applications pose significant challenges for refactoring; however, by harnessing automation and analytics, even the most complex applications can be modernized with greater ease. Seize the chance to confidently tackle more sophisticated projects, assured that you possess the necessary tools to succeed and drive innovation within your organization. Ultimately, embracing this approach not only enhances efficiency but also positions your applications for future growth and adaptability.

What is 3X Code Conversion?

3X Code Conversion is an AI-augmented data engineering accelerator that helps enterprises convert legacy SQL, ETL, stored procedures, and platform-specific code into modern cloud data platform code. The accelerator is built for large-scale migrations where manual rewriting can take months, consume scarce engineering talent, and introduce inconsistent quality. It supports source platforms such as Teradata, Oracle, Netezza, SQL Server, MySQL, PostgreSQL, and Redshift, including dialects and workloads such as BTEQ, PL/SQL, NZPLSQL, T-SQL, SSIS, FastLoad, macros, views, and stored procedures. It supports target environments such as Snowflake, Databricks, BigQuery, Microsoft Fabric, Synapse, Delta Lake, Snowpark, Fabric T-SQL, and Spark. 3X Code Conversion starts by ingesting and parsing the legacy codebase, then performs complexity scoring, dependency analysis, risk classification, agentic conversion, automated refactoring, and built-in validation. Its deep code understanding helps preserve business logic that is often buried in undocumented procedures and old ETL scripts. The platform generates target-native code instead of producing a literal copy of legacy syntax. Automated testing verifies row counts, column mappings, data types, null handling, join logic, and regression behavior to catch errors before deployment. Developer guidance identifies partial conversions, failed checks, exact lines, root causes, and recommended fixes so engineers can focus on known issues instead of reverse engineering everything manually. Deliverables can include fully converted production-ready code, partially converted code with action items, validation reports, standardized formatting, comments, migration summaries, documentation, and AI-assisted code review outputs.