Code Conversion
Convert legacy SQL, stored procedures, and ETL scripts to modern cloud platforms with AI-powered bulk conversion delivering 1,000+ objects in hours
Overview
3X Code Conversion is an Intelligent AI-powered bulk code conversion accelerator that automates the migration of legacy SQL scripts, stored procedures, ETL workflows, and database code to modern cloud data platforms. Whether migrating thousands of Teradata scripts to Snowflake, converting Oracle stored procedures to Databricks, or modernizing legacy BTEQ and macros for BigQuery, this intelligent conversion engine combines deep code understanding, complexity analysis, and automated refactoring to deliver production-ready code at enterprise scale. Eliminate months of manual conversion work and accelerate cloud migration timelines from 12-18 months to 8-12 weeks with automated validation, testing, and developer-ready outputs.
Key Features
Deep Code Understanding
AI-powered semantic analysis understands business logic, data flows, and dependencies across SQL, stored procedures, ETL scripts, BTEQ, macros, and legacy database code
Complexity Scoring & Classification
Automatically analyzes and classifies code complexity to prioritize conversion efforts, identify risks, and provide accurate effort estimates for migration planning
Agentic Code Conversion
Goal-aware intelligent conversion engine automatically translates legacy syntax to modern platform-optimized code for Microsoft Fabric, Snowflake, Databricks, BigQuery, and cloud data warehouses
Automated Refactoring
Smart code optimization and refactoring applies platform best practices, performance patterns, and modernization standards during conversion for superior code quality
Automated Testing & Validation
Built-in validation and testing framework ensures converted code maintains business logic integrity with automated regression testing and quality assurance reporting
Developer Action Items
Clear, actionable developer guidance for partial conversions including specific manual steps, edge case handling, and platform-specific optimization recommendations
Problems it Solves
Manual SQL and ETL conversion taking 12-18 months for thousands of legacy scripts
Teradata, Oracle, Netezza, and mainframe code blocking Snowflake and Databricks migration
Complex stored procedures and BTEQ macros requiring months of manual refactoring work
Inconsistent conversion quality and coding standards across large migration programs
Missing validation and testing causing production errors after cloud platform deployment
SME knowledge gaps preventing confident conversion of complex legacy business logic
Highlights
1,000+ Conversion in Hours
Bulk conversion processing handles thousands of SQL scripts, stored procedures, and ETL jobs in hours instead of months of manual translation and refactoring
Production-Ready Output
Fully converted code ready for deployment plus partially converted code with clear developer action items, validation reports, and standardized formatting included
Complete Transparency
Conversion validation reports, migration summary insights, effort analysis, and AI-assisted code review ensure full visibility into conversion quality and status
Enterprise Scale
Proven for cross-platform migrations handling complex business logic, 1,000+ script volumes, SME knowledge gaps, and legacy codebases from Teradata, Oracle, Netezza
See Code Conversion in action
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Get in touch
Our team of 3X Data Engineering experts and AI solution architects is ready to help you accelerate your data modernization journey. Whether you're looking to speed up migrations, automate engineering workflows, or deploy custom AI accelerators, we're here to support you with fast, secure, and enterprise-grade delivery.