Фон для Enterprise AI Observability: What You Need to Measure Beyond Tokens and Latency Enterprise AI Observability: What You Need to Measure Beyond Tokens and Latency

Enterprise AI Observability: What You Need to Measure Beyond Tokens and Latency

The dashboard is green. The incident is real. The model endpoint is available. P95 latency is inside the objective. Token consumption is stable. HTTP error rate has not moved. Yet users are correcting more answers, an agent is opening the wrong records, and a workflow that used to finish in two tool calls now needs […]

Фон для Building AI That Operations Can Actually Support Building AI That Operations Can Actually Support

Building AI That Operations Can Actually Support

A successful deployment proves that an AI system can run under one configuration, with one set of dependencies, at one point in time. It does not prove that the system can be supported through provider throttling, prompt releases, stale retrieval indexes, tool failures, cost spikes or partial business transactions. That distinction is the boundary between […]