Integrating Generative AI into Existing Software Systems Organizations are under increasing pressure to innovate faster, improve user experiences, and automate repetitive processes. At the same time, the emergence of Large Language Models (LLMs) has created new opportunities for businesses to transform their software products with intelligent capabilities. However, building a brand-new AI application is not always practical. Most companies already have established platforms, enterprise applications, customer portals, and internal systems that support critical business operations. This is why integrating generative AI into existing software systems has become one of the most important priorities for modern development teams. Rather than replacing proven software, organizations can enhance it with AI-powered features such as intelligent search, content generation, conversational assistants, workflow automation, and predictive recommendations.…