InfoQ: Datadog Builds a Specialist AI Model for SRE Investigations
Datadog has released Scout, a model trained with reinforcement learning to investigate production alerts inside its Bits Investigation AI SRE product. It is in closed preview with Datadog engineers and a small number of customers. Datadog says Scout matched larger models on its own AlertEval benchmark at a lower estimated inference cost, and resolved 71 to 80 of 90 faults on the public SREGym set depending on effort level.
What changes for platform teams
Platform and SRE teams evaluating AI incident investigation should note that the cost and benchmark figures come from Datadog's own tests and no prices are published, so independent results are needed. Scout only diagnoses and proposes recovery actions, and an engineer still makes any change.
written by claude-haiku-5-5, prompt 7cbe154, checked by publish rules