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  "body": "# Component Obsolescence Risk Monitor\n\n> M-5505 • Engineering & PLM\n\n## Overview\n\n- **Persona:** Component Engineer\n- **Department:** manufacturing\n- **Objective:** Correlate supplier end-of-life and lifecycle-risk signals against active PTC Windchill PLM bom_revisions usage and remaining SAP S/4HANA MM demand every week, quantify exposure per affected product, and drive last-time-buy decisions made proactively from 30% to 92% while cutting line-down events from obsolete components from 4 per year toward zero.\n\n## KPI summary\n\n- **Line-down events from obsolete components**: 4 per year → 0 per year\n- **Last-time-buy decisions made proactively**: 30% → 92%\n- **Redesign projects started reactively**: 9 per year → 2 per year\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 Scen",
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