Live ML Operations Console

CI/CD Failure Prediction

Analyze a build before it runs, inspect the model path, and see the final failure probability with the trained accuracy report.

-- Accuracy

-- F1 score

-- ROC-AUC

Prediction

Risk Output

--% Failure probability

Prediction Waiting for input

Confidence --

Risk band --

Step Details

Model Comparison

Model	Accuracy	F1	ROC-AUC

Feature Impact

Evaluation Artifacts