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Dictionary by pitch.dog
AI product & model operations · Core

Model monitoring

Also called: AI monitoring

ELI5

Keep checking the model after it goes live.

Used in conversation

“Model monitoring includes subgroup error rates.”

Definition

Ongoing measurement of model performance, data quality, drift and harm after deployment.

Here “Model monitoring” means: Ongoing measurement of model performance, data quality, drift and harm after deployment.

Pitch context

You will see “Model monitoring” in product strategy decks, roadmaps, experiments and architecture reviews when the discussion reaches ai product & model operations.

Why it matters: In ai product & model operations, the scope can change what data may be used, who may access it and which controls are required.

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Sources & evidence · 2

Direct term-level sources and supporting source families.