Verification tool suite
The field kit behind Verity.
Image, social, video, source, statistical, and research checks now live in one discoverable suite. Each tool keeps its own detector profile while feeding the same evidence-first verification system.
Operating posture
Normalize the claim, media context, URL, or source object.
Route to the right detector family instead of forcing one generic fact-check path.
Cross-check provider output against source quality, temporal drift, and contradiction pressure.
Store user feedback and eval misses as review signals before promotion into training data.
Narrative velocity
Social Media Analyzer
Detect coordination pressure, urgency framing, bot-like amplification, and platform spread before a claim becomes hard to contain.
Output
Risk map, spread indicators, containment checklist
Visual integrity
Image Forensics
Review screenshots, photos, and synthetic media claims for AI artifacts, metadata mismatch, context drift, and provenance risk.
Output
Authenticity score, anomaly brief, publication risk
Video and live spread
Real-Time Stream
Track fast-moving posts, video claims, and breaking narratives with velocity scoring, origin plausibility, and escalation triggers.
Output
Velocity score, escalation window, response playbook
Authority graph
Source Credibility
Evaluate domains, outlets, and cited authorities with trust-tier reasoning, bias context, provenance signals, and source alternatives.
Output
Credibility profile, tier notes, stronger source options
Numerical claims
Statistics Validator
Check percentages, denominators, units, ranges, and data-source fit so impressive numbers do not slip through without context.
Output
Numeric red flags, correction cues, confidence notes
Academic retrieval
Research Assistant
Query research-oriented evidence and structure the result for medicine, law, computing, psychology, politics, journalism, and policy review.
Output
Evidence digest, citation bundle, discipline checklist