How Enterprise AI Is Observed and Evaluated
An AI assistant can answer quickly and still be wrong. Learn how traces, retrieval checks, answer evaluation and verified tool outcomes help engineers find the failed step.
An AI assistant can answer quickly and still be wrong. Learn how traces, retrieval checks, answer evaluation and verified tool outcomes help engineers find the failed step.
The easiest evaluation to pass is the one that cannot stop a release. Many AI teams have evaluation notebooks, scorecards and dashboards. Far fewer have an explicit answer to a harder question: what evidence is required before a new model, prompt, retrieval index or tool definition is allowed to receive production traffic? Without that decision […]