Business Fairness Audit

FDK Business Fairness Audit
Business Domain Fairness Audit
Upload Business Dataset (CSV) for Corporate Equity Analysis
60 Business Fairness Metrics
Business Decisions • Employee Groups • Performance Predictions • Corporate Equity
Upload your business dataset to analyze fairness across employee demographics, detect algorithmic bias in corporate decisions, and ensure equitable workplace outcomes. Our comprehensive audit identifies disparities in hiring, promotions, compensation, and resource allocation.
Upload Business Dataset
Select a CSV file containing business data for comprehensive equity analysis
Audit Type Selection
Pre-Implementation: Test original business algorithm fairness. Post-Implementation: Test bias-corrected business algorithm fairness.
FDK Intelligent Selection System: AI-powered column detection enabled
Corporate Bias Detection
Advanced algorithms identify disparities in hiring, promotions, compensation, and performance evaluations across demographic groups.
Business Compliance
60 specialized fairness metrics aligned with corporate governance, DEI standards, and workplace equity regulations.
Business Equity Analytics
Comprehensive assessment with visual analytics, disparity reports, and actionable recommendations for equitable business practices.
Business Disclaimer
This tool provides fairness assessment and analytical insights for business data analysis and research purposes only. It supports corporate equity efforts but does not replace professional business consultation or legal compliance review.
60 Business Fairness Metrics
Hiring, promotion, compensation, and performance disparities measured across employee demographics, aligned with DEI and workplace equity standards.
Intelligent Column Detection
FDK automatically identifies the appropriate target column from your dataset based on the selected audit type, and lets you review or adjust the selection on the next page before running the audit.
Corporate Governance Aligned
Metrics mapped to corporate governance, DEI, and workplace equity regulations — supporting evidence-based business equity review.

This tool provides fairness assessment for research and analytical purposes only and does not constitute legal or business advice. AI Fairness CIO · Charity Commission for England and Wales · Registered Charity No. 1218464.

Compliance Equity Analytics Contact