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  "body": "# Financial Health Assessor\n\n> A-1303 • Supplier Discovery\n\n## Overview\n\n- **Persona:** Supplier Risk Analyst\n- **Department:** procurement\n- **Objective:** Altman Z-score augmented with ML detects deteriorating financial ratios before credit downgrades. LLM reads 10-K filings and flags 'exploring strategic alternatives' and going concern opinions as distress signals. so the Supplier Risk Analyst can move the Distress signal detection KPI.\n\n## KPI summary\n\n- **Distress signal detection**: Reactive (after default) → 6-12 months early warning\n- **Suppliers monitored**: Top 50 manual → All active suppliers\n- **Data sources synthesized**: 1-2 per supplier → 5+ including filings\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](/doc",
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