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Classification is the verdict on whether a Resource is an AI workload. Every Resource has one verdict and a written reason for it.

The Three Verdicts

Uncertain means the evidence was unclear. Discover reports the doubt and leaves the decision to you.

What Leaves Your Machine

The Collector sends its evidence to the language model provider whose key you configured. The evidence covers what the Collector learned about the service: an excerpt of what the service returned, its API specification if it publishes one, and similar detail. The Collector sends only the verdict to the Console. It uploads the service identity, type, framework, models, endpoints, authentication state, and the classification result.

Reading Each Reason

Every Classification records the reason behind its verdict. Read the reason to tell two cases apart. In the first case, the Collector looked at the evidence and the evidence was unclear. In the second case, the Collector had no key, so it never ran the check. The recorded reason names which case applies. If a scope returns a large Uncertain group, open one Resource and read its reason first.

Next

Read Your Inventory

Work through AI, Non-AI, and Uncertain in the Console.
Last modified on October 2, 2026