Generates model explanations with Alibi Explain - Anchors, Integrated Gradients, Kernel/Tree SHAP, ALE, Counterfactual Instances. Wires explainer.fit + explainer.explain into model-evaluation pipelines so that every flagged prediction ships with a "why" record auditors can reason about. Use when a model decision must be explainable to an auditor, regulator, or affected user, or when a support team cannot answer why a specific prediction was made.