PROCUX Board™:
Multi-Agent Consensus (<2% Hallucination)
Deep dive into how 15 AI executives vote, evaluate quality, and reach consensus to deliver the industry's lowest hallucination rate.
What is PROCUX Board™?
PROCUX Board™ is a multi-agent consensus system where 15 specialized AI executives (CEO, CFO, CMO, CTO, etc.) collaborate, vote, and reach agreement before delivering final recommendations. This approach achieves <2% hallucination rate vs industry standard 15-20%.
Performance Metrics
The Problem: Why Single AI Agents Fail
Traditional AI Hallucination Rates:
- • Financial data: 18-22% hallucination rate
- • Legal analysis: 15-18% factual errors
- • Medical recommendations: 12-15% incorrect
- • Strategic planning: 20-25% unrealistic projections
How PROCUX Board™ Works
User Query: "Should we expand to Japan market?" PROCUX Board Process: 1. Chairman (CEO) receives query 2. Delegates to specialists: - CFO: Financial analysis - CMO: Market opportunity - COO: Operational requirements 3. All 3 execute in PARALLEL (3-5 seconds each) 4. CEO evaluates each response (quality scoring) 5. Select best output + generate rationale 6. Calculate board consensus (70-95%) 7. Return final decision with confidence level
Query Reception & Routing
CEO receives query and determines which executives should weigh in
Parallel Execution
2-3 executives analyze simultaneously (3x faster than sequential)
Quality Evaluation
CEO scores each output on 8 criteria: accuracy, completeness, actionability...
Best Output Selection
Highest quality score wins, with weighted voting for close calls
Decision Rationale
Transparent explanation of WHY this decision was made
Consensus Calculation
Score variance + recommendation similarity + confidence agreement
Consensus Level Interpretation
PROCUX Board vs Single-Agent AI
| Metric | Single-Agent | PROCUX Board™ |
|---|---|---|
| Hallucination Rate | 15-20% | <2% |
| Financial Accuracy | 78% | 98% |
| Strategic Quality | 72/100 | 91/100 |
| Response Time | 3-5 sec | 5-8 sec |
| Confidence Calibration | 65% | 92% |
| Explanation Quality | Basic | Detailed rationale |
Perfect For
High-Stakes Financial Decisions
M&A analysis, $1M+ deals, investment recommendations
Strategic Planning
Market expansion, product launch, competitive positioning
Risk-Critical Operations
Legal compliance, security decisions, medical recommendations
Executive Decision Making
Board presentations, stakeholder communications