artificial intelligence system design: a guide for product managers

Mastering AI system design is essential for product managers building scalable features. If you do not understand the underlying architecture, you risk promising capabilities your stack cannot support. This lesson breaks down the AI system stack using a four story building metaphor. You will learn how the data layer acts as the foundation, the model layer processes inputs, and the orchestration layer manages context. We also explore how feedback loops between these layers create seamless experiences, using Microsoft Copilot as an example. By mapping these floors before writing requirements, you can identify bottlenecks early. Great AI products rely on well structured systems, not just smart models. In this lesson: - The four layers of the AI system stack - How data, model, and orchestration interact - Why feedback loops create seamless AI experiences - Mapping architecture before writing requirements U2xAI Academy - AI skills for product managers.