Overcoming Application Modernization Challenges with GenAI

This technical report discusses the integration of generative AI (GenAI) in application modernization to address challenges faced by organizations. It highlights the growing complexity of application portfolios and the need for modernization to improve operational efficiency and productivity. The report outlines how organizations are increasingly prioritizing application modernization, with nearly 70% considering it a top priority. It details the advantages of leveraging GenAI, such as accelerating application delivery, enhancing innovation, and reducing costs. However, it also addresses the challenges that come with AI adoption, including the necessity for high-quality data, source code management, and effective documentation practices. The report emphasizes the importance of evolving organizational culture and training to maximize the benefits of GenAI in application modernization. Additionally, it provides recommendations for organizations to strengthen their approaches to requirements gathering, risk management, and the validation of AI-generated outputs to ensure successful modernization efforts.