Pillar 3 of 4
Quality Scored, Not Assumed.
Three judges. Statistical consensus. Not one model's opinion.
THE PROCESS
How Reports Get Scored
No single model evaluates itself. Quality requires independent judgment.
Three Independent Models
Each report is evaluated by three different AI models independently.
Eight Quality Dimensions
Each judge scores across 8 dimensions using calibrated rubrics.
Statistical Consensus
Bradley-Terry calibration ensures consensus, not compromise.
EIGHT DIMENSIONS
What Gets Measured
Every report scored across 8 quality dimensions. Transparent. Repeatable.
Quality ScorecardSample Report
Accuracy92
Completeness88
Source Quality85
Coherence91
Objectivity87
Actionability84
Depth89
Timeliness93
Overall Quality Score
88.6/100
WHY THIS MATTERS
Other Approaches Fall Short
Single model self-evaluation
Biased toward its own output
Human review only
Slow, expensive, inconsistent
No scoring at all
Hope-based quality
Multi-model consensus scoring
Objective, repeatable, calibrated
AI Output Engineering
Quality You Can Measure.
Not one model's opinion. Statistical consensus across 8 dimensions.
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Claims are verified