OSM Agent — Managed State Classification via the Agents API

The OSM agent labels every window of a multichannel sensor recording with an operational state (drilling activities, machine modes, process phases) server-side. The platform runs the whole graph:

source → interpolate → window → windowInterpolate → samplingRate → limitValues → encoder → classifier → sink

The encoder is Newton Omega; the classifier is a kNN over Omega embeddings. You never host either.

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