Deep Model Decisions Resistant to Explanation

When a customer requests the reasons for an adverse decision, and the organization can supply only the model's output score without identifying specific grounds; due to unmitigated control gaps, after the customer files a complaint, the organization can neither explain the decision logic nor demonstrate that improper factors were not used, triggering compliance exposure and operational reputational costs.