Overview

Client: Cybersecurity company selling hardware & software solutions, technical support, and staffaugmentation through a field sales organization. Commissions are calculated on profit (margin) and paid only after full customer payment.

Situation
Key data lived in multiple subsystems of the client’s Costpoint ERP: order entry (what sold and by whom), purchase orders (actual cost), ERP margin, and cash receipts (paid status). Manual reconciliation delayed payouts and introduced risk.
Objectives
  • Centralize data needed for profit-based commission calculations.
  • Enforce the paid-in-full rule before commissions are recognized.
  • Deliver accurate, monthly per-rep reports for approval and AP processing.
Approach
  • Power Query Integration: Extracted from Costpoint (order entry, PO, ERP, cash receipts) and merged with the commission rate schedule by rep
  • Margin Computation: Matched sold units to procurement costs to compute per-order profit.
  • Business Rules: Applied rep-specific commission rates; enforced paid-status gate prior to payout.
  • Monthly Reporting: Generated approval-ready summaries for each rep with drill-through to transactions.
Days → Hours

Close cycle acceleration

↑ Accuracy

Profit & paid-status logic

Faster pay

Quicker approvals & Ap vouchering

Tech stack: Excel (Power Query), Costpoint ERP data, commission rate tables, CSV/Excel outputs for AP vouchering. Optional VBA for one-click refresh.

Process Flow

From source system to approved commission check.

Source System

Business Rules

Transform & Match

Outputs

Highlights
  • Single source of truth for commission eligibility.
  • Auditability from raw transactions to payout.