Welcome to EthixAI Documentation
Complete guide to building fair, transparent, and compliant AI systems for financial institutions.
Overview
EthixAI is an open-source ethics and explainability engine designed specifically for financial institutions. It helps you build and deploy AI models that are fair, transparent, and compliant with regulations like ECOA, GDPR, and FCRA.
Fairness Analysis
Detect bias with demographic parity, equal opportunity, and disparate impact metrics.
Explainability
SHAP-based explanations for complete transparency into model decisions.
Compliance
Automated compliance checks for ECOA, GDPR, and FCRA regulations.
Key Features
- ✓ Real-time bias detection in under 2 seconds
- ✓ Production-ready with Docker and microservices architecture
- ✓ 100% open source with MIT license
- ✓ Built specifically for financial decision-making
Documentation Sections
Quick Start
Get up and running with EthixAI in minutes
Installation
Install EthixAI locally or deploy with Docker
Authentication
Secure your API requests with Firebase Auth
Data Format
Learn about required CSV structure and fields
Fairness Metrics
Understand bias detection with key metrics
Explainability
SHAP-based explanations for model transparency
Compliance
Meet regulatory requirements (ECOA, GDPR, FCRA)
Contributing
Contribute to the open-source project