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  "body": "# Price Execution Audit Monitor\n\n> R-1604 • Pricing & Promotions\n\n## Overview\n\n- **Persona:** Pricing Operations Manager\n- **Department:** retail\n- **Objective:** Continuously reconcile Oracle Xstore POS pos_transactions against the Revionics price_recommendations price of record by store_number and sku, closing the Shelf-to-POS price match rate gap from 94.1% to 99.6% and cutting scan-error margin leakage from $4.2M/yr toward $0.6M/yr within the 2-hour detection window.\n\n## KPI summary\n\n- **Shelf-to-POS price match rate**: 94.1% → 99.6%\n- **Scan-error margin leakage**: $4.2M/yr → $0.6M/yr\n- **Time to detect a mis-scanned price**: 2 weeks → 2 hours\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",
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