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  "body": "# Vendor Promo Funding Reconciliation Agent\n\n> R-1605 • Pricing & Promotions\n\n## Overview\n\n- **Persona:** Trade Promotions Analyst\n- **Department:** retail\n- **Objective:** Continuously match promo execution evidence — scans, markdowns, and ad placements in BigQuery analytics_events and historical_metrics — against vendor deal terms in Oracle Retail MFCS cost_changes to generate substantiated funding claims that lift vendor funding collected vs. committed from 83% to 98% and cut the deal reconciliation cycle from 60 days to 5 days.\n\n## KPI summary\n\n- **Vendor funding collected vs. committed**: 83% → 98%\n- **Deal reconciliation cycle time**: 60 days → 5 days\n- **Disputed claim rate**: 17% → 4%\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- [Sou",
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