What is AI Observability? A Complete Guide to Debugging and Monitoring Modern AI Systems at Scale

Your new AI product is live. Infra dashboards are all green. Latency is low, error rates are flat, and CPU/GPU utilization looks healthy. Yet your Slack channels are full of screenshots from users asking, “Why did it do this?” The same user goal and high-level prompt can still produce wildly…