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Executive Brief

Snapshot of lab score, field verdict, and the top risk. Use this for leadership updates.

Critical + Needs Improvement

Prioritized fixes with reasoning, expected impact, and fix guidance. Hidden automatically when performance is excellent.

Strategic Insights

Human-readable insights and confidence scores that translate metrics into decisions.

Technical Diagnostics

Lab diagnostics, field trends, and opportunity data to support engineering investigations.

How to use the report

  1. Start with Executive Brief and verify field verdict.
  2. Address Critical issues first, then tackle Needs Improvement.
  3. Use Strategic Insights to communicate the “why” to stakeholders.
  4. Apply Technical Diagnostics for root-cause debugging.

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