VeriScore
Confidence you can defend.
VeriScore weighs evidence quality, model agreement, time sensitivity, counter-evidence, and provenance into one clear 0-100 score.
7
Weighted signals
0-100
Score range
Trace
Evidence-backed
Primary evidence and institutional reliability.
Independent provider agreement without simple majority bias.
Freshness, supersession, and time-sensitive context.
Contradiction pressure kept visible in the final score.
Ambiguous phrasing and partial truths reduce overconfidence.
Each score can trace back to evidence and model output.
Signal policy
Seven signals. One score.
The result is not decoration. It is a compact readout of what the system knows, what it doubts, and what it can prove.
Primary evidence and institutional reliability.
Independent provider agreement without simple majority bias.
Freshness, supersession, and time-sensitive context.
Contradiction pressure kept visible in the final score.
Ambiguous phrasing and partial truths reduce overconfidence.
Each score can trace back to evidence and model output.
Operating bands
Know when to publish, review, or escalate.
Decisive
95-100
Publish-ready when evidence, consensus, and provenance all align.
High
80-94
Strong enough for normal review with minor caveats preserved.
Moderate
60-79
Useful signal, but evidence variance should stay visible.
Low
40-59
Escalate before relying on the claim operationally.
Insufficient
0-39
Evidence is too thin, stale, or contradictory to trust.
Defensible
A score that survives review because its evidence, weighting, and uncertainty are visible.
Calibrated
A stable policy keeps score behavior explainable across model upgrades and prompt changes.
Layered
Seven signals converge into one number without hiding disagreement or stale evidence.
Live workflow