MetaReason

Transform your AI from hope to certainty

MetaReason provides statistically rigorous confidence scoring for Large Language Model outputs, transforming "it seems to work" into "it works with 94% confidence ±2%."

🎯 What We Do

• Quantify AI Uncertainty through Bayesian confidence intervals
• Test with 2,000 Variants using Latin Hypercube Sampling
• Dual-Oracle Evaluation for accuracy and explainability
• Open Governance with transparent AI management

🚀 Our Products

MetaReason Core (Open Source)

The evaluation engine that powers statistical confidence scoring

• YAML-based configuration
• PyMC Bayesian analysis
• CLI and Python API

MetaReason Enterprise

Enterprise platform with governance dashboards

• VPC-native deployment
• Dashboards
• Automated jobs
• Compliance reporting

🏛️ Open Governance

We practice what we preach - our entire AI governance process is open and transparent:

• 📋 Public Policies - All AI governance documents
• 🎯 Risk Management - Live risk register and assessments
• ✅ Compliance - ISO 42001, EU AI Act ready
• 🤝 Community - RFCs and working groups

🌟 Featured Repositories

• metareason-core - Open-source evaluation engine
• metareason-governance - Complete AI governance framework

💬 Community

• Discord - Real-time chat
• Discussions - Governance and technical discussions
• Blog - Technical deep dives
• Twitter - Updates and insights

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Founded 2025 • Open Source • Enterprise Ready