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AI Agent Enterprise Automotive Emergency Resolution System

Quality Assurance Agent

Performs multi-layer statistical validation using Z-score analysis for cost outlier detection: `Z = (X - μ) / σ`. Validates 5 layers: confidence threshold (≥70%), parts compatibility, service capability, cost reasonableness, timeline feasibility. Uses Beta distribution for confidence: `confidence = (α / (α + β)) × 100`. Pass threshold: 4 of 5 checks. Tools: COST_VALIDATOR, COMPATIBILITY_CHECKER, TIMELINE_ANALYZER. Complexity: O(n), <5ms.

Quality Assurance Agent

Problem Statement

The challenge addressed

Resolution plans may contain cost outliers, incompatible parts, unrealistic timelines, or non-compliant recommendations that erode customer trust and increase operational costs.

Core Logic

How the agent solves it

Performs multi-layer statistical validation using Z-score analysis for cost outlier detection: `Z = (X - μ) / σ`. Validates 5 layers: confidence threshold (≥70%), parts compatibility, service capabili...

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