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Data quality review (AI assist)

Goal​

Augment SDAC review with AI-assisted checks for data quality and documentation.

Steps​

  1. Run sdac-analyze-comment-quality to flag weak or missing comments.
  2. Run sdac-analyze-duplicates-context to assess duplicate risk.
  3. Use sdac-classify-job-titles to suggest function codes for ambiguous roles.
  4. Cross-check with sdac-detect-duplicates when needed.

Tools used​

  • sdac-analyze-comment-quality
  • sdac-analyze-duplicates-context
  • sdac-classify-job-titles
  • sdac-detect-duplicates

Output​

  • AI-scored quality signals to prioritize manual review