Claim extraction
Turn AI drafts and research documents into a structured list of claims that need evidence.
Evidence infrastructure for AI-assisted work
Verify every claim.
Trace every source.
Turn AI-generated research into evidence-backed work with source matching, citation checks, and review-ready reports.
Works with documentsSource-level traceabilityExportable reviews
Evidence review
Claim
The study found that retrieval quality improved when source passages were ranked before generation.
source: research-paper.pdf
page: 14
evidence: passage 08
page: 14
evidence: passage 08
Source matchConfirmed
Citation integrityVerified
Claim coverageComplete
Quote accuracyExact
Overall decisionPASS
Designed for evidence-heavy work
Research teamsKnowledge operationsEditorial reviewAI product teams
One evidence layer. Every research workflow.
Know what is supported—and what is not.
Replace manual citation chasing with a structured verification workflow your team can inspect and improve.
Source verification
Match each claim to its original source and flag unsupported or contradictory evidence.
Citation integrity
Check that links, quotes, authors, dates, and references accurately represent the source.
Evidence reports
Export a clear review trail showing what was verified, what changed, and what still needs attention.
A review workflow teams can follow
From AI draft to evidence-backed deliverable.
Keep sources, claims, reviewer decisions, and final citations connected in one workspace.
01
Import
Add an AI draft, research document, or collection of source materials.
02
Extract
Identify factual claims, quotations, numbers, and citations that need review.
03
Verify
Match claims to source passages and resolve unsupported or conflicting evidence.
04
Export
Create a review-ready report with linked sources and a clear verification trail.
Evidence should stay inspectable.
VerityLayer is designed around transparent source links and human review—not opaque confidence scores.
Source-level traceability
Human review checkpoints
Visible uncertainty
Reproducible decisions
Portable evidence reports
Data-minimizing workflows
Early product direction
Built to make AI-assisted research easier to verify.
Evidence first
Every conclusion stays connected to a source.
Human accountable
Reviewers make the final verification decision.
Workflow friendly
Reports fit into existing research and editorial processes.
Book a VerityLayer demo.
Tell us how your team researches, verifies, and publishes AI-assisted work. We’ll follow up to arrange a focused walkthrough.
Map your current research and review workflow
Identify citation and evidence bottlenecks
Explore a focused verification pilot