Revolutionize Legacy Modernization with AI-Powered Reverse Engineering

Nikolaus Varzakakaus
September 22, 2025
3 min

The Challenge of Legacy Software Modernization

Modernizing legacy applications has long been one of the most time-consuming challenges for enterprises. Their documentation is often outdated or missing and developers have to spend weeks digging into outdated codebases just to understand how they work in order to uncover how processes, APIs, and data structures interact. This slows down digital transformation projects and increases the risks and costs of modernization.

This manual analysis can take weeks or even months, delaying legacy application transformation projects. The result is higher costs, slower delivery, and greater risk of errors. Enterprises urgently need smarter ways to accelerate software modernization without sacrificing accuracy.

How Qlerify Automates Application Modernization

Qlerify’s new AI-powered reverse engineering capability changes the game by turning complex legacy code into a clear, actionable blueprint:

  • Reverse Engineering GitHub Repos with AI: With Qlerify, developers simply connect a GitHub repository. The platform uses AI to automatically analyze the codebase and visualize it as a domain model aligned with Domain-Driven Design (DDD) concepts.
  • Visualizing Commands, Queries, Entities and Domain Events: Within minutes, teams can see how commands trigger changes, how queries retrieve data, and how domain events propagate across the system. APIs, roles, system requirements and data models are also visualized—providing a holistic view of the application architecture.
  • Mapping User Journeys and Business Processes: Qlerify doesn’t just show the technical details. It generates flowcharts of user journeys and business processes, allowing developers and business stakeholders to collaborate using the same visual model. This alignment is critical for successful legacy system modernization.

Benefits of AI-Driven Legacy Application Modernization

  • Instant insights: Qlerify compresses the discovery phase of legacy software modernization. What once required days or weeks of code reading is now available in minutes.
  • Faster Onboarding for Developers: New team members can understand legacy applications in minutes instead of weeks. They no longer need to decipher raw code—Qlerify’s diagrams provide the big picture immediately.
  • Bridging Business and IT with Domain-Driven Design: By translating code into DDD elements, Qlerify connects technical complexity with business meaning. This ensures application modernizationefforts stay aligned with organizational goals. Enterprises can plan migrations, refactoring, or cloud transformations with clarity.
  • Cutting Risks in Legacy Application Transformation: Clear visual models enable accurate gap analysis, reducing the risk of overlooking key functionality. Teams can modernize confidently, knowing they have a precise map of the existing system.

Conclusion

Traditional software modernization is slow, risky, and resource-intensive. Qlerify eliminates these barriers by combining AI-driven reverse engineering with DDD-based visualization. With Qlerify, modernizing legacy applications no longer requires months of manual effort. Developers and organizations can now see the full picture instantly and move forward with confidence.

Ready for smarter legacy modernization? Start you free trial here

Recent posts
Unleash AI-Driven Software Delivery with Specification-Driven Development
In today’s enterprise transformation era, leveraging AI tools is no longer optional—it’s essential. But speed without structure leads to brittle code, hidden technical debt, and unpredictable delivery.
Nikolaus Varzakakos
Oct 28
7 min
How AI-Powered Process Mapping enabled Winassist to Accelerate Development Cycles
Discover how this Swedish automotive ERP provider cut process documentation time and accelerated critical business decisions using AI-powered process mapping.
Nikolaus Varzakakos
Oct 3
6 min
Flat-design illustration of a man in a yellow sweater sitting at a desk, thoughtfully looking at a presentation board with icons of a lightbulb, an upward graph, and a question mark, while a large red prohibition symbol appears to the left.
Product discovery workshop in 2025, stop doing it!
Five years ago, the most expensive way to figure out if your product idea would work… was to build it. In 2025, the cheapest way is to build it. Yes, you read that right, discovery has flipped on its head!
Staffan Palopää
Sep 30
3 min
///SOCIAL SHARE