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AI Governance Platform with 4 patent-pending technologies. Cognitive Fingerprinting™, Predictive Conflict Resolution™, Autonomous Value Discovery™, and Quantum Collective Intelligence™.

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karamik/AUGUR

AUGUR: AI Governance Platform

License Python FastAPI React PRs Welcome

AUGUR — open-source platform for unified governance, orchestration, and value discovery across enterprise AI agent ecosystems.

📖 Documentation🚀 Quick Start💰 Acquisition📧 Contact


📢 Acquisition Opportunity

This project is available for immediate acquisition.
Price: $500,000 – $2,000,000 USD (flexible terms)

👉 View Acquisition Details
📧 Contact: augur2026@gmail.com


🏆 Key Features

1. 🧠 Cognitive Fingerprinting

Behavioral analysis system for AI agents. Detects impersonation, unauthorized modifications, and model drift.

Patent Status: Patent applications in preparation

2. 🔮 Predictive Conflict Resolution

Game theory-based system predicting agent conflicts before they occur.

3. 💰 Autonomous Value Discovery

Causal inference engine that identifies value streams in agent interactions.

4. 🧬 Quantum Collective Intelligence

Swarm intelligence architecture for agent coordination.


🎯 Core Modules

🛡️ Audit & Compliance

Real-time monitoring of every agent action:

  • Complete action logging
  • Policy enforcement
  • Anomaly detection
  • Compliance reporting

🔄 Orchestrator

Coordinate multiple agents on complex tasks:

  • Parallel execution, pipelines, supervisor-subordinate
  • Automatic sub-task distribution
  • Predictive conflict prevention

📊 ROI Analytics

Economic impact calculation:

  • Hours saved per employee
  • Accelerated processes
  • Financial impact dashboards
  • Value discovery

🛠️ Technology Stack

Layer Technology
API FastAPI + Python 3.11
Database PostgreSQL + TimescaleDB
Queue Redis + Celery
ML/AI PyTorch + scikit-learn
Frontend React + TypeScript
Infrastructure AWS/Docker/Kubernetes

📦 Quick Start

Prerequisites

  • Python 3.9+
  • Node.js 18+
  • PostgreSQL 14+
  • Redis 7+
# Clone repository
git clone https://github.com/karamik/AUGUR.git
cd AUGUR

# Backend setup
cd backend
python -m venv venv
source venv/bin/activate  # Windows: venv\Scripts\activate
pip install -r requirements.txt
cp .env.example .env
# Edit .env with your database credentials
uvicorn app.main:app --reload

# Frontend setup (new terminal)
cd frontend
npm install
npm start

Access the application:


🤝 Supported Integrations

Platform Integration Type Status
OpenAI (GPT-3.5/4) API ✅ Supported
Anthropic Claude API ✅ Supported
Google Gemini API ✅ Supported
LangChain Callbacks ✅ Supported
LlamaIndex Callbacks ✅ Supported
Custom Agents Webhook/API ✅ Supported
Legacy Systems Adapters ✅ Supported

📚 Documentation

Document Description
Architecture System design, data flow, scaling
API Specification API reference
Deployment Guide Cloud, VPC, on-premise setup
Integration Guide Connect agent types
Cognitive Fingerprinting Behavioral analysis
Conflict Resolution Conflict prevention
Value Discovery Hidden value detection

📈 Roadmap

Q2 2026

  • Microsoft AutoGen integration
  • Real-time conflict visualization
  • Custom report builder
  • SAML/SSO integration

Q3 2026

  • Full Quantum Collective Intelligence
  • Mobile app (iOS/Android)
  • Agent template marketplace
  • On-premise deployment

Q4 2026

  • Multi-cloud orchestration
  • AI agent version control
  • Compliance automation suite
  • Enterprise SSO (Okta, Azure AD)

🎯 Project Goals

Build an open-source platform for AI agent governance with enterprise capabilities.


💰 Acquisition

This project is available for purchase.
Price range: $500,000 – $2,000,000 USD

Includes:

  • Complete codebase (45K+ lines)
  • 4 patent applications in preparation
  • Core team available (optional)
  • Full IP transfer

📧 Contact: augur2026@gmail.com
👉 View full acquisition details →


🤝 Contributing

We welcome contributions! Please see:

git clone https://github.com/karamik/AUGUR.git
cd AUGUR
make install-dev
make test
make run

📄 License

Copyright © 2026 AUGUR Technologies Inc.
Patent Status: Patent applications in preparation

This project is licensed under the Apache License 2.0 - see the LICENSE file for details.


📞 Contact & Community


© 2026 AUGUR Technologies Inc. All rights reserved.
For acquisition inquiries: augur2026@gmail.com

AUGUR — Orchestrating Intelligence. Governing the Future.

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AI Governance Platform with 4 patent-pending technologies. Cognitive Fingerprinting™, Predictive Conflict Resolution™, Autonomous Value Discovery™, and Quantum Collective Intelligence™.

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