Managing, Monitoring, and Securing AI Systems

Introduction

This lesson finishes the first half of the domain Plan and manage an Azure AI solution (25–30% of AI-103). Lessons 1 and 2 covered choosing and deploying. Here you learn to run an AI system in production: control quota and cost, watch quality and safety signals, keep search indexes healthy, and lock down identity and networking. Exam questions in this area are almost always short operations scenarios ("users report X, what do you check or change first?"), so the goal is to build a reliable diagnostic reflex.