How the AI Workflow Functions
Four Steps to Automated Discrimination Pattern Detection
The Technical Process:
Data Collection: Automatically scrapes company reviews from Glassdoor using the ScrapingBee API, gathering thousands of data points in minutes.
AI Text Analysis: Employs sophisticated natural language processing to extract demographic-specific ratings and sentiments from text reviews.
Statistical Analysis: Calculates key measures like z-scores, effect sizes, and p-values to quantify disparities between demographic groups.
Visual Reporting: Generates scatter plots and bar charts that clearly highlight patterns of discrimination or bias for immediate action.