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KPIs (PLANNED)

No measured KPI outcomes are currently stored in this repository. All metrics below are PLANNED and should be treated as placeholders for future implementation.

KPI 1: Recommendation Clarity Rate (PLANNED)

  • Definition: % of reports where user and reviewer agree the recommendation is understandable.
  • How to measure: post-report survey (Yes/No or 1–5 scale converted to pass threshold).
  • What good looks like (PLANNED target): >= 85% clarity.

KPI 2: Rework Rate (PLANNED)

  • Definition: % of cases requiring full re-run due to missing/ambiguous intake data.
  • How to measure: count cases tagged iteration-required before first usable recommendation.
  • What good looks like (PLANNED target): <= 25% after intake form refinement.

KPI 3: Decision Confidence Coverage (PLANNED)

  • Definition: % of reports that include explicit rationale for recommendation and elimination.
  • How to measure: checklist-based QA on report sections.
  • What good looks like (PLANNED target): 100% of reports include rationale blocks.

KPI 4: Human Override Frequency (PLANNED)

  • Definition: % of draft recommendations changed at human review step.
  • How to measure: compare draft vs approved recommendation labels.
  • What good looks like (PLANNED target): 10-30% (healthy oversight, not blind acceptance).

KPI 5: Time-to-Decision (PLANNED)

  • Definition: median elapsed time from completed intake to approved decision report.
  • How to measure: timestamp intake completion and review approval.
  • What good looks like (PLANNED target): <= 2 business days for standard cases.