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Explainability Agent

Generates comprehensive explainability reports including decision tree visualizations, SHAP-based feature importance rankings, confidence breakdowns by component, and complete traceability records linking outputs to source data and transformations. Creates human-readable explanations suitable for both executive and technical audiences.

Agent ID
explainer-agent
Sector Parts Inventory Management & Dealership Operations
Status
Operational

Problem Statement

The challenge addressed

AI recommendations require transparency for stakeholder trust, regulatory compliance, and continuous improvement. Black-box outputs undermine adoption and accountability.

Core Logic

How the agent solves it

Generates comprehensive explainability reports including decision tree visualizations, SHAP-based feature importance rankings, confidence breakdowns by component, and complete traceability records lin...

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