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  "body": "# Total Cost of Ownership Modeler\n\n> A-1905 • Spend Analytics\n\n## Overview\n\n- **Persona:** Category Manager\n- **Department:** procurement\n- **Objective:** Multi-factor TCO spans 25+ cost dimensions: acquisition, logistics, quality, carrying, disposal, and risk premium. LLM quantifies hidden costs invisible in structured systems — 'Supplier B requires a dedicated engineering liaison (0.25 FTE at $150K).' so the Category Manager can move the Cost factors modeled KPI.\n\n## KPI summary\n\n- **Cost factors modeled**: 5-8 visible costs → 25+ including hidden\n- **TCO analysis time**: 1-2 weeks → 4 hours\n- **Lowest-price selection rate**: 70% default to cheapest → Decision based on true TCO\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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