Accelerating Complex System Modernization with AI: Overcoming Resource and Time Constraints

Abstract

Modernizing complex software systems is a challenging endeavor, especially when organizations face limited resources, tight deadlines, and aging
infrastructure. These systems, often critical to organizational operations, suffer from issues such as lack of scalability, high maintenance demands, and
security vulnerabilities. Artificial Intelligence (AI) presents promising solutions by automating key processes, optimizing resource allocation, and enabling
predictive insights that streamline modernization efforts. This article discusses the role of AI in addressing the unique challenges of complex system modernization within limited resources and timelines, covering strategies, benefits, and AI-driven tools that make this transformation feasible.