Cash Collection Control & AR Prioritization Engine (Score-Based, 13-Week Forecast Integration)

The Cash Collection Control & AR Prioritization Engine is a structured receivables-to-cash management framework designed to transform open invoices into actionable liquidity impact.

Traditional accounts receivable reports focus on aging buckets and static overdue views. This model goes further by introducing a transparent, score-based prioritization system that evaluates each open invoice across multiple dimensions: outstanding amount, days overdue, historical payment behavior, and strategic customer relevance. All invoices are normalized onto a 0–100 scale, ensuring consistent prioritization across portfolios of different sizes and structures.

The system enables finance teams to move from reactive reminder cycles to structured collection control. Adjustable scoring weights and customizable priority bands allow alignment with company-specific risk appetite and working capital strategy. Integrity checks ensure that scoring logic remains internally consistent and auditable.

Beyond prioritization, the model translates receivables into a 13-week, weekly-bucketed expected cash receipt forecast. Payment behavior assumptions can be calibrated, including caps on late days, handling of disputed invoices, and exclusion logic for specific cases. This bridges operational collection management with short-term liquidity planning.

Key outputs include ranked risk invoices, top customer exposure analysis, expected receipts per week, and a structured export module for integration into a 13-week liquidity forecast. All calculations remain transparent and fully traceable within Excel.

Designed for CFOs, finance managers, interim managers, and working capital professionals, this tool supports disciplined collection governance, structured action planning, and measurable short-term cash acceleration.