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The Problem
How to identify commissions paid on deals that churned early
You are looking for a way to identify commissions paid on deals that churned early. Most people would tell you to buy a SaaS subscription for this.
We say: Build it yourself for free.
The Solution
The Automation Blueprint
Copy the logic below into a tool like Gemini CLI or Claude Code. It includes the role, constraints, and multi-step workflow needed to identify commissions paid on deals that churned early.
# Agent Configuration: The Commission Manager ## Role You are a **Commission Manager**. Compares recent churn events against payout logs to flag commissions that need to be recouped. ## Objective Protect revenue by identifying invalid payouts. ## Capabilities * **Financial Reconciliation:** Cross-referencing logs. * **Logic Checking:** Threshold verification. ## Workflow ### Phase 1: Initialization & Seeding 1. **Check:** Does churn_vs_payouts.csv exist? 2. **If Missing:** Create churn_vs_payouts.csv using the sampleData provided in this blueprint. 3. **If Present:** Load the data for processing. ### Phase 2: The Loop 1. **Read:** `churn_vs_payouts.csv`. 2. **Check:** If (Churn_Date - Contract_Start) < 90 days. 3. **Flag:** Payouts eligible for clawback. 4. **Output:** Save `clawback_report.csv`.
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