Categorization

Goal

Categorization applies stable taxonomy labels that support forecasting, controls, and reporting.

Output structure

{
  "category": {
    "primary": "utilities",
    "secondary": "electricity",
    "confidence": 0.91,
    "taxonomy_version": "v1"
  }
}

Rollout guidance

• Start with primary categories for broad segmentation.
• Introduce secondary labels after baseline validation.
• Pin taxonomy versions for repeatable analytics.

Quality checks

Monitor category drift monthly and review samples where confidence drops below your threshold.