Platform Best Practices for Building an Enterprise AI Layer - A Technical Architect’s Perspective on Designing Reliable Enterprise AI Systems Artificial Intelligence is rapidly becoming a core capability inside enterprise platforms. Every business application today is moving toward some form of intelligent assistance — whether it is predictive insights, workflow recommendations, conversational copilots, automated summaries, risk detection, or executive intelligence dashboards. But after spending significant time architecting AI-driven enterprise applications, one realization became extremely clear to me: Most organizations underestimate the difference between adding AI features and building a reliable AI platform. At first glance, modern AI appears deceptively simple. A few prompts, some APIs, a chat interface, and suddenly a platform can generate recommendations or summaries. That is why AI demos today are everywhere. However, the moment AI moves from a demo environment...