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  "body": "# Data Catalog & Lineage Agent\n\n> IT6-06 • Data & AI Platform\n\n## Overview\n\n- **Persona:** Data Platform Lead\n- **Department:** it\n- **Objective:** Gemini answers data discovery questions in natural language with provenance and quality context. LLM warns against using staging tables directly — 'use dwh.dim_customer, not staging.raw_orders.' so the Data Platform Lead can move the Data discovery time KPI.\n\n## KPI summary\n\n- **Data discovery time**: Hours of asking teams → Minutes via chat\n- **Catalog coverage**: 30% documented → 95% auto-cataloged\n- **PII classification**: Manual audit annually → Automated continuous\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](/documents/index.md)\n- [Claims](/claims/index.md)\n- [Policies](/",
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