Asymmetric modernization aims to systematically update application portfolios by introducing new capabilities without requiring individual application changes. This approach favors extending existing applications to ensure their continued operation while evolving modern interfaces driven by metadata and core functionalities applicable across multiple applications. Additionally, it emphasizes understanding existing code and usage patterns through forensics analysis to prioritize feature development based on actual user needs.