🧪 Interactive AI Data Drift & Quality Diagnostic Suite

Test sample dataset metrics, run in-browser Kolmogorov-Smirnov drift simulations, and verify schema assertion rules to ensure production model reliability.

⚙️ Test Dataset Parameters

Baseline Data Sample (Comma Separated Values)

New Batch Data Sample (Incoming Inference Stream)

Significance Threshold (α Drift Sensitivity)

Enforce Null-Check & Type Assertions?

📊 Live Diagnostic Log

> Ready for analysis. Adjust parameters and click "Run Statistical Analysis".