How AI Changed a Traditional Software Team

AI integration transforms software development by shifting focus from monolithic, one-size-fits-all applications to hyper-personalized, agentic workflows. Richard Partridge, COO at NewLine, illustrates this shift by detailing his team’s transition from traditional coding to "vibe coding," which drastically accelerates project timelines and empowers employees across various departments to build bespoke tools. By digitizing institutional knowledge into AI agents, organizations create a sustainable flywheel where human expertise continuously trains automated systems, effectively offloading tedious administrative tasks. This evolution enables domain experts to act as architects of their own digital environments, moving beyond the constraints of legacy software. Ultimately, the future of enterprise technology favors nimble, vertical-specific solutions where AI agents handle complex data interpretation, allowing human teams to focus on creative problem-solving and high-value innovation.