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provider-scorecard Use to track enrichment provider success, cost, latency, and quality trends.

Provider Scorecard Skill

When to Use

  • Monthly/weekly ops reviews of enrichment vendors.
  • Before renewing contracts or adjusting credit allocations.
  • After outages or performance regressions to inform routing changes.

Framework

  1. Metric Definition success rate, fill %, latency, credit burn, confidence.
  2. Data Sources provider logs, credit usage tables, QA samples, incident tickets.
  3. Scoring Model weight metrics by enrichment type and business priority.
  4. Visualization dashboard or memo highlighting leaders/laggards.
  5. Action Tracker document optimization experiments and owner assignments.

Templates

  • Scorecard table per provider.
  • Executive summary slide with top takeaways.
  • Jira/Asana template for provider improvement tasks.

Tips

  • Normalize metrics per enrichment type to avoid unfair comparisons.
  • Capture qualitative notes (support responsiveness, roadmap access).
  • Pair with waterfall-blueprint updates to reflect routing decisions.