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Migrate from SAS to Python with Ease Using LegacyLift

Migrate from SAS to Python with Ease Using LegacyLift

AI-supported code migration

If you’ve already decided to transition from SAS, LegacyLift is your go-to solution for migrating to advanced Python or Snowpark platforms. Our sophisticated, AI-driven approach ensures that your move from SAS is not only smooth but also maximizes the strategic value of your data analytics and transformation capabilities.

Why Migrate to Python or Snowpark?

Python’s ease of use, wide array of libraries, and strong community support make it an ideal target for organizations seeking to enhance their analytics and data processing capabilities. For those working within Snowflake’s ecosystem, migrating to Snowpark allows you to leverage Python’s capabilities in a framework optimized for Snowflake, enhancing data operations with minimal overhead and maximal performance.

The Challenges with Outdated SAS Scripts

Many financial institutions face significant challenges due to reliance on outdated SAS scripts characterized by poor documentation, lack of standardization, and running on obsolete architectures. These scripts pose compliance risks due to inconsistent coding practices and hinder adaptability to regulatory changes and technological advancements, impacting competitiveness and operational efficiency.

Proven Efficiency: Case Study Highlights

In a real-world application with a major bank, LegacyLift dramatically reduced the time and effort required to migrate SAS code, initially estimated at over 3000 person-days. Implementing LegacyLift led to a 40% to 60% decrease in production time, depending on code complexity, and a 50% reduction in overall migration time. This efficiency gain allowed internal staff to focus on their primary duties, requiring their involvement only 20% of the previously estimated time.Furthermore, the migration demonstrated exceptional performance improvements, with SAS-generated ETL code being translated 20% more efficiently than manually written code.

Leading the Charge

LegacyLift at the Forefront of SAS to Python Translations

AI-Enhanced Code Analysis

Start your migration with LegacyLift’s AI-enhanced code analysis, where our tools dive deep into your existing SAS codebase to understand its structure, dependencies, and nuances. This detailed analysis helps in planning an effective migration strategy by generating visual maps such as Entity-Relationship diagrams and flowcharts, ensuring a comprehensive understanding of the legacy systems.

AI-Generated Inline Code Annotations

As we translate your SAS code to Python or Snowpark, LegacyLift automatically embeds detailed inline annotations. These annotations clarify complex parts of the code, making the new Python or Snowpark code easier to understand and maintain. This feature is particularly useful for codebases that have evolved over time with minimal documentation.

Automated Code Translation via AI

Our core feature, AI-driven automated code translation, converts your SAS code into optimized Python or Snowpark. This step ensures that the logical integrity of your SAS code is preserved while adapting it to the syntax and features of Python or Snowpark. This transition is handled with precision to minimize the need for post-migration corrections.

AI-Created Testing Protocols

To guarantee that the new Python or Snowpark code performs as expected, LegacyLift automatically generates comprehensive test scripts. These tests are crucial for validating the functionality and performance of the new code, ensuring a reliable migration and helping your team move forward with confidence.

AI-Facilitated Documentation Production

LegacyLift doesn’t just translate your code; it also produces detailed, accessible documentation for the new Python or Snowpark codebase. This documentation is vital for ongoing maintenance, future development, and easing the transition for your development teams. It includes everything from high-level overviews to detailed reference materials.

Comprehensive Support with Global Reach

At LegacyLift, we recognize that software alone may not cover all your migration needs. That’s why Specific-Group provides expert support by offering resources skilled in SAS, Python, and Snowpark. Whether you require assistance on-site in Europe (Austria/Germany) or the US, or prefer nearshore options (Spain/Poland/Lithuania/Hungary/Slovakia), or cost-effective offshore solutions in Vietnam, our global team is ready to help. Our experts are equipped to support and streamline your migration project, ensuring you have access to the best resources no matter where you are located.

Ready to Leave SAS Behind?

Moving away from SAS represents a significant step towards leveraging more flexible, powerful, and cost-effective data processing frameworks like Python and Snowpark. LegacyLift is equipped to make this transition as seamless as possible, allowing your organization to quickly benefit from the latest advancements in programming and data analytics.

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