Observational analysis only. Not a fact-check.Outputs may vary between systems. Sources and context remain the reference surface.

Get in early.

Join the waitlist. Be first to measure.

Encrypted · No spam · Unsubscribe anytime

Speech you can measure.

What they said. How they said it.

Observational analysis only. Not a fact-check.

Same inputParallel systems
Side-by-side results with source context
Ethos
FeaturesPricingMethodologyOur Limits

How it works

Methodology
1) Ingest

Public statements captured with source, timestamp, speaker, and context.

2) Analyze independently

Multiple AI systems process every statement in parallel. No model sees another’s output. Variance stays observable.

3) Display side-by-side

Results displayed together with a separate consensus result. Sources and context on every screen.

Pipeline

Baseline analysis pipeline diagram
CLASSIFIED
106
figures tracked
4
AI providers
3
parallel systems

The system measures. It does not judge.

™ SURFACES

Observational analysis only. Not a fact-check.