The verification API that catches hallucinations in financial reports, banking claims, and pharma documents — in milliseconds, not hours.
Large language models fabricate facts, invent numbers, and misrepresent sources. In regulated industries, a single hallucinated claim can trigger compliance violations, financial misstatements, or patient safety incidents.
VeriVeri provides end-to-end AI output verification — from real-time claim checking to compliance-ready audit trails.
Real-time claim verification against structured and unstructured ground truth. Supports numeric, textual, and citation verification modes with sub-5ms latency.
Immutable audit trails for every verification request. Full traceability for compliance teams, internal review, and regulatory reporting.
Visual analytics for verification accuracy, claim distribution, and trend analysis. Export-ready reports for stakeholders and auditors.
Pre-built alignment with EU AI Act, MiFID II, and FDA 21 CFR Part 11. Automated compliance documentation generation.
Automatically cross-reference AI-generated financial statements against source documents, SEC filings, and ground truth datasets. Catch discrepancies in revenue figures, growth rates, and ratios instantly.
{ "domain": "finance", "claims": [ { "text": "Q3 revenue was $4.2B", "source_ref": "10-K_2025_Q3" } ], "ground_truth": "sec_filing_db", "tolerance": 0.001 }
Verify AI-generated product descriptions, rate disclosures, and customer-facing content against approved internal databases. Prevent misleading statements before they reach customers.
{ "domain": "banking", "claims": [ { "text": "APR starts at 4.99%", "context": "mortgage_promo" } ], "ground_truth": "product_db", "check_disclosures": true }
Verify clinical data references, dosage information, and therapeutic claims in AI-generated medical content against peer-reviewed sources and approved drug databases.
{ "domain": "pharma", "claims": [ { "text": "Reduces HbA1c by 1.2%", "trial_id": "NCT04821063" } ], "ground_truth": "clinical_db", "fda_compliance": true }
Submit AI-generated text to the VeriVeri API with optional ground truth references. Supports JSON, plain text, or document upload.
POST /v1/verify
Our engine cross-references claims against source documents, databases, and knowledge graphs in real time. Average latency under 5ms.
4.2ms avg latency
Receive per-claim verdicts with confidence scores, source citations, and a complete audit trail. Integrate results into your workflow.
"verified" | "disputed"
Try a simulated verification request. Select a domain, hit Verify, and see per-claim results in real time.
{
"domain": "finance",
"claims": [
{
"text": "Q3 revenue was $4.2 billion",
"source_ref": "10-K_2025_Q3"
},
{
"text": "12.3% year-over-year increase",
"source_ref": "10-K_2025_Q3"
},
{
"text": "Market share exceeded all competitors",
"source_ref": null
}
],
"ground_truth": "sec_filing_db"
}
Our verification accuracy is benchmarked against curated domain-specific datasets. All methodology is available on request.
| Metric | Finance | Banking | Pharma |
|---|---|---|---|
| Accuracy | 99.2% | 98.8% | 99.4% |
| Precision | 98.7% | 98.1% | 99.0% |
| Recall | 97.9% | 97.4% | 98.6% |
| F1 Score | 98.3% | 97.7% | 98.8% |
| False Positive Rate | 0.8% | 1.2% | 0.6% |
| Median Latency | 4.2ms | 3.8ms | 5.1ms |
| VeriVeri | Manual Review | LLM Self-Check | |
|---|---|---|---|
| Accuracy | 99.2% | 94–97% | 72–81% |
| Latency | < 5ms | 2–8 hours | 200–500ms |
| Scalability | Unlimited | Limited | Moderate |
| Audit Trail | Full | Partial | None |
| Compliance | Built-in | Manual | None |
Benchmarks last updated January 2026. Methodology paper available on request.
Built from the ground up to meet the requirements of the most demanding regulatory frameworks.
Full alignment with high-risk AI system requirements. Automated documentation and human oversight provisions.
✓ AlignedInvestment firm transparency and reporting compliance. Audit-ready verification logs for financial instruments.
✓ AlignedElectronic records and signatures compliance for pharmaceutical verification. Complete data integrity controls.
✓ AlignedIndependently audited security, availability, and confidentiality controls. Annual recertification maintained.
✓ CertifiedFull data protection compliance with EU regulations. Data residency options, DPA available, and privacy-by-design architecture.
✓ CompliantInformation security management system certification. Comprehensive risk management and security controls framework.
✓ CertifiedTransparent, usage-based pricing. No hidden fees. Enterprise agreements available.
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