Accelerating Enterprise Modernization with Agentic AI: Inside AWS Transform

Join us this September at PyData St. Louis for an engaging session on how agentic AI is changing the way enterprises modernize legacy software.

RSVP today on Meetup.

Enterprises today sit on mountains of legacy code—from decades-old mainframe systems and monolithic .NET applications to complex database architectures that resist modular change. Traditional modernization efforts can take months or years of manual work while organizations face a shrinking pool of engineers familiar with these systems.

What if AI agents could reason about, plan, and execute these transformations at enterprise scale?

In this session, Saurabh Sharma will walk through AWS Transform, an agentic AI service purpose-built for enterprise modernization. We’ll explore how specialized AI agents can collaborate to analyze legacy workloads, decompose monoliths, transform code across languages and frameworks, and continuously address technical debt.

In this session, we’ll cover

• How agentic AI differs from traditional rule-based migration tools, with agents that can reason, plan, and adapt
• How AI agents can help analyze and transform large legacy codebases
• Real-world modernization patterns, including mainframe → cloud-native transformations
• .NET modernization and custom code, API, and framework transformations, including Python
• How specialized agents can collaborate across different stages of a modernization project
• How “continuous modernization” can turn technical-debt remediation from a one-time project into an ongoing capability
• The broader role of LLMs and agentic systems in large-scale software engineering

Schedule

🍕 Pizza + networking: 5:30 PM

🎤 Talk starts: 6:15 PM

💬 Q&A + networking: 6:50–7:30 PM

Parking

Free parking is available for attendees at Ballpark Village. We’ll provide a parking map to help you find the designated parking area and make your arrival easier.

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📍 Location: Spark Coworking – St. Louis

This session is open to software engineers, data practitioners, technical leaders, and anyone interested in AI, Python, software engineering, cloud computing, agentic systems, or enterprise modernization.

Whether you’re working with legacy systems yourself or simply curious about how LLMs and AI agents are being used beyond chatbots to transform real production software, you’re welcome to join us.

A big thank you to Spark Coworking – St. Louis for hosting and supporting the St. Louis Python and data science community.

PyData St. Louis is part of the global PyData community. PyData is an educational program of NumFOCUS, a nonprofit organization that promotes open practices in research, data, and scientific computing.

We look forward to seeing you there!