Pouring AI Sauce on Your Architecture

Today, you are being besieged by people claiming that AI is the secret ingredient that will solve every problem in your company. But AI is the sauce, not the meal—don’t let it drown your systems. There is tremendous business pressure to introduce AI into all aspects of your organization; however, many stakeholders, division leads, and developers lack a consistent understanding of what that truly means or a unified approach for assembling these pieces into a coherent system. As architects, we must navigate the pros and cons to create architectures that solve business needs both today and in the future. We must also guide each of these groups toward building effective solutions. AI impacts your entire software development lifecycle, altering how you design, build, and test systems. As an architect, you need to design systems that take advantage of AI while limiting the blast radius of its approximations. In an AI world, the fundamentals of software engineering, the practices, the discipline, the ceremonies, are more critical today as AI enables us to move faster with higher quality.