Feature Spotlight

The Verity Index.

A defensible confidence score that rolls forensic, factual, and neutrality signals into one review-ready indicator.

What this feature does

The Verity Index gives teams a fast way to rank content by review urgency. Rather than replace underlying evidence, it summarizes multiple detection layers into a score with component-level transparency so people can see why the number moved.

Designed for consistency

It helps teams compare many items against the same rubric instead of relying on ad hoc judgment from reviewer to reviewer.

Score Drivers

  • Origin confidence from forensic and metadata signals
  • Bias and framing pressure across the analyzed text
  • Factuality support across extracted claims
  • Media integrity confidence from cross-modal checks

Where Teams Use It

  • Single headline score for analyst triage
  • Score breakdown by forensic category
  • Readable explanation layer for non-technical teams
  • Consistent baseline for repeated internal reviews

How to interpret a high score

A higher Verity Index suggests stronger alignment between forensic integrity, supporting evidence, and rhetorical neutrality. It is a confidence cue, not a certification stamp.

How to interpret a low score

A lower score usually means multiple signals disagree: metadata is weak, claims are under-supported, or language intensity suggests a framing problem that deserves review.

What it cannot guarantee

A single score cannot capture every legal, editorial, or scientific nuance. Reviewers should always inspect the score breakdown and the original evidence trail.