Understanding Leak Findings

Finding Cards

Each leak finding shows:

• Title — a brief description of the leak
• Severity — Critical, High, Medium, or Low
• Estimated Impact — dollar amount of revenue at risk annually
• Confidence Score — how certain the AI is about this finding (0-100%)
• Category — which of the 12 leak categories it belongs to
• Recommendation — specific steps to fix the leak

Actions You Can Take

• Fix — mark a finding as fixed. On the next scan, LeakShield will verify the fix
• Dismiss — mark as not relevant. The AI learns from dismissals and adjusts future analysis

Confidence Score

The Validator agent assigns confidence scores based on data quality, evidence strength, and cross-validation. Scores above 75% are considered high-confidence. Lower scores may need manual review.