PROCUX Verify™:
Evidence-Based AI (<2% Hallucination)
How we use claim extraction, multi-source verification, and citation generation to build trustworthy AI responses. Every claim gets verified, every answer gets sourced.
What is PROCUX Verify™?
PROCUX Verify™ reduces AI hallucinations from 15% to <2% by extracting claims, verifying them against multiple sources, and providing citations for every statement.
The AI Trust Problem
Industry Hallucination Rates (2024-2025):
Cost of AI Errors: Average serious incident costs $500K+, and trust recovery takes 6-12 months. Evidence-based AI is not optional—it's essential.
The 6-Step Verification Pipeline
Claim Extraction
Decompose AI response into individual verifiable claims
Source Gathering
Aggregate all available sources for verification
Claim Verification
Check each claim against sources using similarity algorithms
Citation Generation
Create citations with confidence scores and excerpts
Confidence Calculation
Calculate overall response confidence
Reasoning Chain
Generate transparent reasoning explanation
6 Claim Types Detected
| Type | Example | Accuracy Weight |
|---|---|---|
| QUANTITATIVE | Revenue grew 23% | 30% |
| CAUSAL | Due to market expansion, sales increased | 20% |
| COMPARATIVE | Better than competitors | 15% |
| TEMPORAL | In Q3 2024 | 15% |
| RECOMMENDATION | You should implement | 10% |
| DESCRIPTIVE | The company has 50 employees | 10% |
Production Performance (10,000 Queries)
Verification Status Levels
Perfect For
Financial Services
Investment advice, portfolio recommendations, compliance
Legal
Contract review, regulatory compliance, legal research
Healthcare
Medical information, treatment protocols, drug interactions
Customer Support
Policy questions, refund eligibility, product specs