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  "body": "# Audit & Corrective Action Tracker\n\n> A-1606 • Supplier Risk\n\n## Overview\n\n- **Persona:** Supplier Risk Analyst\n- **Department:** procurement\n- **Objective:** LLM reads audit finding narratives and auto-generates structured CAPA plans with specific actions, owners, and deadlines. Assesses supplier CAPA responses for substance — 'we will retrain inspectors' flagged as insufficient when the MES system allows bypassing inspection. so the Supplier Risk Analyst can move the CAPA plan creation time KPI.\n\n## KPI summary\n\n- **CAPA plan creation time**: 3-5 days manual → Same-day automated\n- **Overdue CAPA rate**: 35% → <10%\n- **Root cause addressed rate**: Unchecked → Validated by LLM\n\n## Contents\n\n- [Playbook — role, scope, guardrails](/playbook.md)\n- [Source Systems](/systems/index.md)\n- [Data Entities](/tables/index.md)\n- [Agent Tools](/tools/index.md)\n- [Workflow Stages](/workflow/index.md)\n- [Query Capabilities](/queries/index.md)\n- [Eval Scenarios](/tests/index.md)\n- [Source Documents](",
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