AI-Powered Code Converter for Enterprise Modernization

September 17, 2025

AI-Powered Code Converter for Enterprise

The Challenge

Enterprises undergoing data modernization and cloud migration projects often face the tedious task of rewriting or converting large volumes of SQL and legacy code. Manual migration is slow, error-prone, and requires specialized expertise. Additionally, developers spend extra time explaining, reviewing, and documenting code – further delaying modernization efforts.

Our Solution

The Code Converter is an AI-powered platform that automates code and SQL conversion, explanation, and editing. Users can upload code files, convert SQL dialects (e.g., SQL to Hive SQL), get instant code explanations, perform AI-driven edits, and interact through a chat-based assistant. With batch processing, streaming results, and Google Sheets integration, it accelerates enterprise migration and modernization projects while ensuring accuracy and efficiency.

Key Outcomes

  • AI-powered code and SQL conversion across dialects

  • Automated code explanation and review

  • Natural language-driven code editing

  • Chat-based assistance for developers

  • Batch file processing with streaming results

  • Google Sheets integration for conversion tracking

  • User-friendly web interface for easy adoption

Benefits for Enterprises

  • Reduced manual effort in code and SQL migration

  • Faster modernization of legacy systems and data platforms

  • Consistent and accurate conversions across projects

  • Instant documentation and code clarity via AI explanations

  • Seamless integration with enterprise workflows (e.g., Google Sheets)

  • Scalable and developer-friendly for team-wide usage

Technical Foundation

  • Backend: Python, FastAPI, LangChain, gspread, dotenv

  • Frontend: React, Vite, Bootstrap, lucide-react, react-markdown, react-syntax-highlighter

  • LLMs: OpenAI (extendable to Anthropic, Groq, HuggingFace)

  • APIs & Services: Slack API, Google Sheets API, FastAPI for backend services

Simplify your migration and modernization projects.
Book a demo with GenAI Protos to see how the Code Converter can save time, reduce errors, and accelerate your enterprise transformation journey.