Data assets enrichment statuses and AI confidence scores

reference brazil Updated Sep 17, 2026 1 min read enrichment-job-statuses-dc.md
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Enrichment statuses track the state of AI-generated suggestions at the field, asset, and enrichment run levels. Each suggestion also carries a confidence score that reflects how certain ServiceNow Otto is about that suggestion.

Enrichment job statuses

Status Description
Processing Number of jobs currently generating enrichment recommendations.
Completed Number of jobs where review is finished with nothing published — every field was rejected or had no recommendation.
Cancelled Number of jobs stopped by a Data Steward before completion.

Data asset enrichment statuses

Status Description
Recommended Enrichment recommendations have been generated for the requested fields on this asset.
Error Enrichment generation failed for one or more fields on this asset.
Pending review One or more field recommendations on this asset are awaiting Data Steward or Asset Owner review.
Partially accepted Some field recommendations on this asset were accepted and published to the data catalog; the remainder were rejected.
Rejected All AI-generated field recommendations on this asset were rejected by the Data Steward or Asset Owner.
Published All AI-generated field recommendations on this asset were published to the data catalog.

Field enrichment statuses

Status Description
Pending review AI-generated enrichment suggestions are awaiting validation by the Data Steward or Asset Owner.
Published AI-generated enrichment recommendations have been reviewed, approved, and published to the data catalog.
Rejected AI-generated enrichment suggestions rejected by the Data Steward or Asset Owner.
No recommendation No enrichment recommendations were generated for this field due to insufficient information or context.

AI confidence scores

Every suggestion carries a confidence score, shown alongside its previous and suggested values, so a data steward can judge how much to trust it before publishing or rejecting.

Parent Topic:Data catalog reference

Keywords enrichment jobstatusesAI confidence scoreData Catalog
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