Update:Nexus now includes policy variance checks for enterprise teams

Stop Publishing Misinformation. Verify With Evidence

Review claims with cited evidence, confidence context, and editorial-ready summaries that show their source and route limitations.

Consensus
95.6 stable
Turnaround
8.2s median
Evidence controls
Workspace-specific
veritysystems.app/workspace/review/claim-8472
Live session
Volume
247
Claims completed
Editorial and research queues
Confidence
94%
Consensus confidence
Across finalized verdicts
Turnaround
8.2s
Median completion
From claim submit to summary
Network
22
Routes active
Adaptive routing enabled
Verification pipeline
8.2s median
Source indexContext reviewFreshness auditEditorial brief
Active claim
18 / 22 aligned
"Drug X reduces heart attack risk by 40% in all Type 2 diabetes patients."
Evidence confidence0.94
Cited sources39 records
Freshest source14 days old
Language audit flagged "all patients" as over-broad. Final summary narrows eligibility by cohort and trial phase.
Evidence window
Review in progress

Provider and source availability are shown with each verification.

Deployment controls
Scope reviewed

Security and compliance terms vary by workspace and require independent review.

Verification Ecosystem

High-stakes teams and primary-source databases moving through the same verification fabric.

Teams Running Verity
8 verticals
•Editorial Desks
•Healthcare Communications
•Investor Relations
•Policy Teams
•Legal Review
•Research Labs
•Agency Studios
•Compliance Offices
•Editorial Desks
•Healthcare Communications
•Investor Relations
•Policy Teams
•Legal Review
•Research Labs
•Agency Studios
•Compliance Offices
Primary Source Fabric
10 archives
•PubMed
•FDA Label Database
•WHO Guidance
•SEC EDGAR
•ClinicalTrials.gov
•World Bank Data
•FRED + BLS
•arXiv
•OECD Data
•CDC MMWR
•PubMed
•FDA Label Database
•WHO Guidance
•SEC EDGAR
•ClinicalTrials.gov
•World Bank Data
•FRED + BLS
•arXiv
•OECD Data
•CDC MMWR
Editorial pressure pattern

Trust usually breaks before anyone notices.

This is the sequence teams describe after a miss: speed, confidence, stale evidence, then public correction. Track the signal and break the chain earlier.

01

We all get burned.

02

The article. The report. The research.

03

We cite sources that turn out to be wrong.

04

We publish claims that damage our credibility.

05

We use automated assistants that can sound certain without enough evidence.

06

Then misinformation moves faster than corrections.

07

We need one place to verify, confirm, and publish with confidence.

95
VeriScore
Verified True
Illustrative review sequence | routes vary by claim
Five stages + adaptive consensus
Stages 1-2 | Route and retrieve
Claim risk and source evidence
Stages 3-4 | Consensus rounds
Distinct providers, hard deadlines
Stage 5 | Evidence adjudication
Only executed signals affect confidence
The report shows actual rounds and stop reason
NuanceNet + TemporalTruth
Warning: Hedging "may suggest" -> confidence 88 -> 61
Clock: Source superseded by WHO 2024 guidance
Verified: FDA label cross-referenced - confirmed
Nexus | Evidence review
Review
scope
Live
routes
Evidence
context
SOURCE CONTEXT | FRESHNESS | REVIEW TRAIL
VeriScore

A Score You Can
Explain in Review

Seven signals - source authority, freshness, contradiction checks, evidence weight, uncertainty bounds, and track record - roll into one auditable number from 0 to 100.

How VeriScore works ->
5-Pass Routing

Escalate Only
When Needed.

Straightforward claims resolve early. Ambiguous claims go deeper with additional passes, reducing operating cost without dropping review rigor.

Explore the architecture ->
NuanceNet + TemporalTruth

Catches What Fast
Reviews Usually Miss

NuanceNet surfaces over-broad wording while TemporalTruth flags stale citations, helping editors correct risky framing before publication.

Read the methodology ->
Nexus Intelligence

Enterprise Review.
Evidence-led.

Nexus brings provenance, source context, and review trails into one record for legal, policy, and editorial teams.

Review deployment guidance ->
Desktop VeriScore Surface

Same score. Full desktop context.

The desktop app preview illustrates how VeriScore, evidence trails, source quality, model agreement, and temporal freshness can be presented. Release availability is shown separately.

One-to-one verification workflow Confidence bars visible at review time Sources and verdict remain in the same view
Verity Is Where Accurate Work Gets Done

Cross-Check Claims Across Providers,
All In One Place.

When review is structured and repeatable, your team can spend more time on judgment and reporting.

Compare Multiple Verification Engines
Route each claim through multiple engines and compare where conclusions align or diverge.
Claude Sonnet 4.6 | Pass 4Active
GPT-4o | OpenAIPass 3
Gemini 2.5 ProPass 3
DeepSeek V3.2Pass 2
Present Your Work with VeriScore
Shareable reports give every verdict a permanent, citable URL with full evidence chain.
94
Decisive
Evidence96
Agreement91
Freshness82
Create Reusable Verify Templates
Save custom verification prompts for your beat or industry. Medical, legal, financial - all pre-configured.
MEDICAL FDA + PubMed + WHO
FINANCE SEC + FINRA + FRED
LEGAL Court records + statutes
Write Content, Verify Claims
Move your writing and research into one place. Verify as you write - no context switching.
OK "FDA confirms 22% reduction" | TRUE | 95
Warning "all patients" framing | PARTIAL | 68
X "2024 study" - source is 2019 | Flag
Coordinate Your Review
Illustrative team workflow for assigning reviews and sharing evidence records in one workspace.
Illustrative editor
Illustrative reporter
Illustrative reviewer
Illustrative approver
+ Add member
A Drive That Remembers Everything
Search by what you remember, not the filename. Verity finds it across every format you've saved.
 Search verifications...
the FDA claim about statins 2024
climate wildfire NOAA statistics
Capture & Transcribe Links
Paste a URL, drop a PDF, upload a voice memo. Verity reads it, verifies it, makes it searchable.
Transcript
Frames
Segments (765)
Copy transcriptDownload .md
API & Developer Access
Integrate verification into your CMS. API availability and response timing depend on the active deployment.
POST /v1/verify
{"claim": "...", "tier": "themis"}
-> { evidence_status: "review" }
Who's Verity For

For Teams Who Need
Every Fact Verified

Journalists

Verify claims in seconds before publishing. Every source shown. Never let a bad statistic damage your credibility.

VERISCORE 95 | TRUE
"Climate data confirms..."

Newsletter
Writers

Research faster. Cite with confidence. Your subscribers trust you - Verity keeps that trust intact.

BATCH | 12 CLAIMS
* 9 TRUE  * 2 PARTIAL  * 1 FALSE

Healthcare
Teams

Evidence-focused medical review workflows can use eligible clinical and regulatory sources when live routes are available.

MEDICAL | SOURCE ROUTE
Illustrative evidence alert

Legal
Firms

Full audit trails. SEC EDGAR + FINRA cross-referenced. Export compliance reports in one click.

LEGAL | AUDIT
OK Evidence chain complete

Research
Teams

Route research claims to available academic and public-data sources; source availability is shown with each verification.

RESEARCH | SOURCES
arXivPubMed

Content
Agencies

Scale fact-checking across client deliverables. API integrations, batch processing, shared workspace.

AGENCY | BATCH
48 claims | 3 clients | 6m 12s

Journalists

Verify claims in seconds before publishing. Every source shown. Never let a bad statistic damage your credibility.

VERISCORE 95 | TRUE
"Climate data confirms..."

Newsletter
Writers

Research faster. Cite with confidence. Your subscribers trust you - Verity keeps that trust intact.

BATCH | 12 CLAIMS
* 9 TRUE  * 2 PARTIAL

Healthcare
Teams

Evidence-focused medical review workflows can use eligible clinical and regulatory sources when live routes are available.

MEDICAL | SOURCE ROUTE
Illustrative evidence alert

Legal
Firms

Full audit trails. SEC EDGAR + FINRA cross-referenced. Export compliance reports in one click.

LEGAL | AUDIT
OK Evidence chain complete

Research
Teams

Route research claims to available academic and public-data sources; source availability is shown with each verification.

RESEARCH | SOURCES
arXivPubMed

Content
Agencies

Scale fact-checking across client deliverables. API integrations, batch processing, shared workspace.

AGENCY | BATCH
48 claims | 3 clients
Live Demo

See Verity in action

Try any claim below, or review how the verification pipeline responds to a real medical example.

Text
URL
Doc
* Cross-provider checks active
Medical
NuanceNet
TemporalTruth
Cross-check Set
68
"Drug X reduces heart attack risk..."
Illustrative review | provider and source routes vary
Warning: PARTIALLY TRUE
91
Provider
88
Source Auth
42
Temporal
61
Nuance
FDA Drug Database | NLM | 2024
22% risk reduction in T2 diabetic patients with controlled hypertension in Phase 3 trials.
OK Confirms partial claim
PubMed | 3 meta-analyses (Lancet, NEJM, JAMA 2022-2024)
No significant effect in general patient population. Limited to concurrent hypertension subgroup only.
X Disputes "all patients" framing
NuanceNet | TemporalTruth | Proprietary
Hedging "up to 40%"; actual range 18-40%. Source study 2019 - superseded by 2024 WHO guidance.
Warning Outdated | Misleading framing
Cross-provider consensus checked
6 authoritative databases
NuanceNet active
TemporalTruth active
Batch Verification - 5 Claims
95
"Climate change accelerates wildfire frequency"
NASA + NOAA + WHO | 8.1s
TRUE
?
Illustrative medical claim
Source routes and review time vary
REVIEW
19
"2024 unemployment at 50-year low"
BLS + FRED + World Bank | 9.1s
FALSE
3 of 5 shown | 2 processingUpgrade for batch of 500+ ->
URL / Document Verification
ARTICLE ANALYSED - 4 CLAIMS EXTRACTED
Claim 1: Drug X reduces cardiovascular risk91
Claim 2: Effect limited to T2 diabetics94
Claim 3: "All patients" subgroup claim51
Claim 4: 40% figure accuracy63
Full 21-Point Verification - Themis Tier
91
Source Auth
88
Author Rep
42
Temporal
61
Nuance
84
Evidence
79
Pub History
73
Uncertainty
68
FINAL
Tessera on Web

Ask Tessera while you verify

Run editorial checks, neutral rewrites, and source-backed briefs in the same browser workflow. Every result can be saved into your Verity workspace with evidence attached.

Ready
Select a quick prompt and run it
Tessera keeps writing, verification, and citations in one thread so teams can publish without context switching.
Workspace Activity Live sync
14:42 Browser extension saved highlighted claim from a medical journal.
14:43 Tessera generated neutral rewrite and attached 3 citations.
14:44 Editor approved draft and exported report link for Slack.
14:45 Desktop app detected copied quote and queued follow-up verification.
Web app, extension, and desktop all write to one shared Verity timeline.
Verify Anywhere

Verify Anything.
Remember
Everything.

Paste a claim, drop a URL, upload a PDF, or copy from your clipboard. Verity cross-references it and makes every verdict searchable and citable forever.

Save From Anywhere

Articles, tweets, PDFs, voice memos - any format, any source, one click.

Automatic Transcription

Everything is verified the moment it lands. All verdicts searchable by content.

Search By Memory

Describe what you remember. "The FDA drug claim" - Verity finds it instantly.

Your Garden of Truth

Every verified claim becomes a searchable library that grows with you.

veritysystems.app/workspace
working at laptop
Verity
Recents
Drug X Study
Climate Stats
Workspace
Newsletters
Legal
Medical
All Items
TRUE
PARTIAL
FALSE
Medical
Drug X | 95
Climate | 68
GDP Stat | 91
Unemp | 19
FAQ

Everything you want
to know about Verity

VeriScore is a confidence-weighted evidence signal from 0-100. Higher values indicate stronger evidence alignment and lower contradiction risk; it is not a fixed public accuracy guarantee.

Each verification cross-references trusted databases and publications relevant to the claim domain, including sources like FDA, PubMed, WHO, SEC/EDGAR, FRED, and fact-check datasets. Every report includes citation context so editors can audit where the verdict came from.

Most single-claim checks complete in about 8-10 seconds. Simpler claims can resolve faster, while complex or conflicting claims may take longer when additional passes are needed to improve reliability.

Yes. Team workspaces let you share saved verifications, assign review ownership, keep a searchable evidence trail, and export stakeholder-ready summaries. Reports are built to be citable and review-friendly for editorial, legal, and compliance workflows.

You can top up with credit packs, move to a higher plan, or enable overage billing so publishing workflows are not blocked at critical moments. Usage controls and team-level visibility help avoid surprise limits.

Changelog

What's new
in Verity

Release policy

Nexus evidence review

Provenance chains and review context are presented without asserting unverified analysis counts, certifications, or export availability.

Evidence-firstEnterprise
Mar 2026

Live contradiction scanning now 40% faster

Workspace contradiction detection was optimized for large projects, cutting average scan time and reducing false-positive clusters in dense reports.

PerformanceQuality
Feb 2026

Security hardening for team workspaces

Expanded session controls, stricter workspace token handling, and additional audit events for sensitive verification actions.

SecurityStable
Jun 2026

Credit-based depth routing

Standard, Deep, and Forensic checks now map to 1, 5, and 8 credits with hard spend caps and document pre-run estimates.

NewPerformance
Jan 2026

NuanceNet v2 + TemporalTruth improvements

Compound-claim handling and source freshness checks were upgraded to catch hedging and outdated citations more reliably before publication.

ImprovementAccuracy
Dec 2025

Desktop App v1.0 (Electron)

System tray controls, quick capture shortcuts, and offline queue support shipped for Windows and macOS teams.

NewStable
No updates found for this filter.
Open Full Changelog ->