🎉Now with real-time bias detection

Trustworthy AI starts withmeasurable fairness

EthixAI is an open-source ethics and explainability engine for financial institutions, ensuring your AI models are fair, transparent, and compliant.

95%
Accuracy
3
Compliance Standards
<2s
Analysis Time
100%
Open Source

Built for Responsible AI

A comprehensive toolkit to navigate the complexities of AI ethics in finance.

Fairness Analysis

Detect and mitigate bias with 3 key metrics: Demographic Parity, Equal Opportunity, and Disparate Impact. Get instant fairness scores and actionable insights.

Demographic Parity ≤ 0.10
Equal Opportunity ≤ 0.10
Disparate Impact ≥ 0.80
Explainability

Understand model predictions with SHAP analysis. Visualize feature importance, force plots, and dependence plots for complete transparency.

SHAP Values
Feature Importance
Force Plots
Compliance Reporting

Ensure your AI systems adhere to ECOA, GDPR, and FCRA regulations. Generate audit-ready reports with compliance scores and violation alerts.

ECOA Compliance
GDPR Ready
FCRA Aligned

Powerful Features, Simplified

From bias detection to regulatory reporting, all in one platform.

FairLens

Analyze disparate impact, statistical parity, and equal opportunity with interactive charts.

FairLens

ExplainBoard

Generate SHAP summary plots, force plots, and dependence plots to demystify your model's behavior.

ExplainBoard

Compliance Reports

Automatically generate audit-ready reports with compliance scores and actionable recommendations.

Compliance Reports

Why Choose EthixAI?

Real-Time Analysis

Get instant fairness scores and bias detection in under 2 seconds. Upload your CSV and receive comprehensive analysis immediately.

Production-Ready

Built with MongoDB Atlas, Docker, and microservices architecture. Scale from prototype to production seamlessly.

Open Source & Transparent

100% open source with MIT license. No black boxes, no vendor lock-in. Full transparency in how fairness is measured.

Financial Industry Focused

Designed specifically for loan approvals, credit scoring, and financial decision-making. ECOA and FCRA compliant out of the box.

Overall Fairness Score83%
Bias Metrics
Demographic Parity0.08 ✓
Equal Opportunity0.05 ✓
Disparate Impact0.82 âš 
Feature Importance
credit_score
35%
debt_ratio
28%
income
22%

Trusted by Financial Institutions

JD
Jane Doe
Chief Risk Officer, FinBank

"EthixAI helped us identify and eliminate bias in our loan approval models. The SHAP explanations are invaluable for our audit process."

★★★★★
MS
Michael Smith
Head of AI, CreditTech

"The real-time bias detection caught issues we didn't even know existed. Now we're fully ECOA compliant with confidence."

★★★★★
SC
Sarah Chen
VP Engineering, LoanAI

"Open source, production-ready, and incredibly easy to integrate. EthixAI is now a critical part of our ML pipeline."

★★★★★

Built on Industry Standards

Integrating best-in-class tools for fairness, explainability, and machine learning

SHAP
AIF360
Scikit-learn
TensorFlow
PyTorch

Ready to Build Trustworthy AI?

Join financial institutions using EthixAI to ensure their AI models are fair, explainable, and compliant.

No credit card required • Open source • MIT License