The Consensus Protocol

The Four-Step Consensus Protocol

From document submission to verified decision in under 2 seconds

1

Document Submission

Submit documents through our secure API or web interface. Nexus immediately extracts metadata, normalizes formats, and prepares the document for multi-model analysis.

  • Supports all major document formats (PDF, DOCX, images, scans)
  • Automatic OCR for scanned documents
  • End-to-end encryption in transit and at rest
2

Parallel Analysis

Three AI models analyze the document simultaneously and independently. Each model brings unique strengths: ChatGPT for reasoning, Claude for nuance, and Gemini for context.

ChatGPT
ChatGPT
Deep reasoning and pattern recognition across complex documents
Claude
Claude
Nuanced understanding and context-aware analysis
Gemini
Gemini
Multimodal processing and contextual understanding
3

Structured Debate

When models disagree, they engage in a structured debate protocol. Each model presents evidence, challenges others' reasoning, and refines its position through multiple rounds until reaching consensus or identifying areas requiring human review.

Round 1: Initial Positions

Each model presents its analysis and confidence level

Round 2: Challenge & Evidence

Models challenge disagreements with specific evidence

Round 3: Refinement

Models refine positions based on peer feedback

4

Consensus Decision

The system reaches one of three outcomes: strong consensus (all models agree), qualified consensus (majority agreement with documented dissent), or escalation to human review (irreconcilable differences).

Strong Consensus

All three models agree with high confidence

Qualified Consensus

Majority agreement with documented dissent

Human Review

Escalated to human expert when needed

Why Consensus Outperforms Single Models

Our multi-model approach delivers measurable improvements across key metrics

40%
Fewer False Positives
Multiple perspectives catch errors that single models miss, dramatically reducing false alarms and unnecessary escalations.
<2s
Average Processing Time
Parallel processing enables three models to analyze documents simultaneously, delivering consensus decisions in under 2 seconds.
98%
Accuracy on Complex Cases
Consensus protocol excels on edge cases and ambiguous documents where single models struggle, achieving 98% accuracy.

Technical Deep Dive

Built on cutting-edge AI orchestration and distributed systems architecture

Parallel Processing
All three models analyze documents simultaneously using our distributed processing infrastructure.
  • Independent model execution prevents cascading failures
  • Load balancing across multiple regions for reliability
Real-Time Consensus
Our proprietary debate protocol enables rapid consensus through structured communication.
  • Optimized prompt engineering for efficient debate
  • Automatic convergence detection and escalation
Tamper Detection
Advanced forensic analysis detects forgeries, alterations, and manipulated documents.
  • Pixel-level anomaly detection and metadata analysis
  • Cross-model validation of suspicious regions
Enterprise Security
Bank-grade encryption and compliance with global data protection regulations.
  • SOC 2 Type II certified infrastructure
  • GDPR and HIPAA compliant processing

Ready to See It in Action?

Try our interactive demo to experience multi-model AI consensus firsthand.

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