Merlin: AI-Developer Assitant
Merlin AI simplifies legacy code migration by assisting developers with debugging, refining, and validating converted code throughout the entire development lifecycle. It functions as a versatile assistant for analytics and development tasks.

With on-premise and GenAI integrations, it offers a secure, scalable, and customizable solution. Developers can use Merlin AI to test, troubleshoot, and optimize code, ensuring accuracy before deployment, all within a single interface and platform.

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Highly Secure

  • Private GenAI Engine
  • Hybrid Deployment Option
  • Data Governance
  • On-Premise

Smart Automation

  • Integration with Knowledge Bases
  • SAS-Specific Function Handling
  • Error Detection and Reporting
  • Selective Data Sharing

Key Benefits ✨

  • Auto Debug & Troubleshooting
  • General NLP and Q&A
  • Realtime Answers
  • 10X Time Savings
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10X More Productive!

 Merlin AI provides an intelligent migration path with built-in debugging and code refinement. It also functions as a context-aware chatbot, assisting with analytics, NLP, and coding queries beyond SAS-to-Python conversion.
Automated Conversion: Quickly convert SAS code, including macros, PROCs, and data steps into clean Python (or PySpark) scripts.

Context-Aware Q&A: Ask Merlin a wide range of topics, anything from code explanations to advanced data science questions.

Work Smarter
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Solutions
Integration with Knowledge Bases can tie into enterprise knowledge repositories, allowing it to answer domain specific queries.
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SAS-to-Python Migration
Automated Conversion: Quickly convert SAS code including macros, PROCs, and data steps into clean Python (or PySpark) scripts.
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SAS-Specific Functions
Intelligent mapping of SAS-only functionalities (e.g., PROC statements, date functions) to Python equivalents.
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Error Detection/Reporting
Highlights lines that need manual intervention, such as unresolvable macro references or missing libraries.
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Adaptive Learning
Learns from user interactions, refining suggestions, recommended best practices, and typical code patterns.
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Context Aware Q&A
Ask Merlin AI about a wide range of topics anything from code explanations to advanced data science questions.


Frequently Asked Questions

What is Merlin AI?

Merlin AI is an innovative assistant designed to streamline the migration of SAS code to Python, while also acting as a general-purpose chatbot capable of handling a wide variety of analytics and development related tasks. Featuring both on premise deployment options and integrations with external Generative AI (GenAI).

Merlin AI provides a secure, scalable, and customizable solution tailored to modern enterprise data needs. With Merlin AI, organizations can drastically reduce the time and complexity required to modernize their SAS based infrastructures.

Additionally, Merlin AI’s chatbot capabilities bring immediate value beyond code conversion, enabling users to ask questions, gather project insights, and automate routine queries all from a single interface.

The SaS2PY code migration platform converts the legacy code using parsers.
Merlin AI then provides an intelligent migration path with built-in debugging and code refinement. It also functions as a context-aware chatbot, assisting with analytics, NLP, and coding queries beyond SAS-to-Python conversion.

Yes, Merlin AI offers on-premise deployment options, allowing organizations to maintain full control over their data and comply with strict data governance policies. This ensures that sensitive information remains within your secure environment.

Absolutely! Our robust validation framework ensures that your SAS output matches perfectly with the converted Python code. Trust in accuracy.

Absolutely. Merlin AI can optionally connect to external GenAI APIs, such as Grok, OpenAI, or Google Gemini, to enhance its language-generation capabilities. Administrators have fine-grained control over data sharing to ensure compliance with organizational policies.

With on-premise deployment, all data and code remain within your organization's environment, ensuring compliance with industry regulations. Merlin AI's data governance features provide fine-grained controls over data access and sharing, ensuring that sensitive information is protected.

We offer comprehensive support throughout the implementation process and beyond. Our expert team is available to assist with deployment, address any issues that arise, and provide ongoing support to ensure you fully leverage Merlin AI's capabilities.

Yes, we provide training sessions to help your team become proficient in using Merlin AI. This includes guidance on SAS-to-Python code migration, utilizing the chatbot functionalities, and understanding best practices for data governance and security.

Merlin AI is equipped to handle complex SAS code, including intricate macros and PROC steps. Its intelligent mapping and error detection capabilities ensure that even the most complex code is accurately translated into Python or PySpark.

Absolutely! Our advanced algorithms are designed to handle even the most complex SAS code, ensuring a smooth and efficient migration to Python without losing any critical functionality.

Merlin AI is part of the SAS2PY code migration platform. Please talk with your dedicated technical person for exact system requirements.

Beyond code conversion, Merlin AI's chatbot serves as a general-purpose assistant, enabling users to ask questions, gather project insights, and automate routine queries. It can integrate with enterprise knowledge bases, provide context-aware Q&A, and adapt to user interactions to refine suggestions and recommendations.