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  "body": "# Obligation Mining & Tracking\n\n> A-1403 • Contract Lifecycle\n\n## Overview\n\n- **Persona:** Contract Manager\n- **Department:** procurement\n- **Objective:** Gemini reads 50-page contracts and extracts obligations invisible to keyword search — buried in prose, not in 'Obligations' sections. LLM distinguishes one-time deliverables from ongoing obligations and conditional triggers, creating appropriate tracking workflows. so the Contract Manager can move the Obligations captured KPI.\n\n## KPI summary\n\n- **Obligations captured**: 40-50% manual → 98% automated\n- **Missed deadlines**: 15-20% annually → <2%\n- **Extraction time per contract**: 4-8 hours → 15 minutes\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- ",
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