App Modernization Leveraged by Generative AI

The application modernization offering with GenAI stems from market research on the presence of legacy programming languages in organizations, which yielded the following data:

• 70% to 80% of the world’s business transactions are processed in COBOL.
• Assembler is still used by 66% of large enterprises.
• Only 10% of the developer population worldwide are proficient in legacy languages.
• 42% of time wasted in managing technical debt.
• 81% of companies are unable to experiment due to constraints.
• 60% of each dollar spent on technical debt.
• 25% overspending resources on projects.

Axity's App Modernization Leveraged by Generative AI Service is composed of three essential components:

1. A crawler that extracts all the details of classes, methods, dependencies, libraries, etc., from the source code of an application.
2. A LLM with fine-tuning of guidelines and development standards based on DevSecOps that transform legacy code into modern languages.
3. A source code generator that takes migrated components and places them in a new repository, respecting structure and coding best practices.

In addition to code migration, Axity ensures that the final project includes unit tests (code that tests code), optimization in resource consumption resulting from eliminating unnecessary cycles in programming, and additionally, there will be a healthy analysis of SAST tools like Sonarqube.

As data privacy is a relevant issue, Axity uses Amazon Bedrock Claude's LLMs to ensure that the source code is not shared for public re-training.