Working Capital Optimization Agent
Analyzes receivables, payables, and inventory cycles to identify and prioritize working capital improvement opportunities across the business.
Working capital sits at the intersection of AR, AP, and inventory management, and while each function optimizes its own metrics, few organizations analyze the cash conversion cycle holistically to find where the biggest opportunities lie
DSO improvement initiatives, payment term negotiations, and inventory reduction efforts often run independently and can even work against each other, such as tightening customer payment terms while extending vendor terms creates channel conflict if not coordinated
Finance teams typically review working capital metrics quarterly at a high level without the transaction-level detail needed to identify which specific customers, vendors, or SKUs are driving inefficiency
Without continuous monitoring, working capital initiatives lose momentum once the initial project team disbands, and gains erode back to baseline
The agent analyzes AR aging, AP terms and payment timing, and inventory turnover data together to calculate the cash conversion cycle and identify which specific customers, vendors, and product categories are driving inefficiency. It models the cash impact of specific interventions, such as tightening payment terms with slow-paying customers, extending terms with flexible vendors, or reducing safety stock on slow-turning SKUs, and prioritizes opportunities by cash impact and implementation feasibility. Progress against identified opportunities is tracked continuously so initiatives sustain their gains rather than reverting after initial implementation.
Calculate the Cash Conversion Cycle
- Aggregate AR aging, AP terms, and inventory turnover data
- Calculate DSO, DPO, and DIO by business unit and category
- Benchmark cash conversion cycle against industry peers
Identify Improvement Drivers
- Segment AR aging by customer to identify chronic slow payers
- Segment AP by vendor to identify term extension candidates
- Identify slow-turning inventory and excess safety stock by SKU
Model and Prioritize Opportunities
- Quantify potential cash impact of each intervention
- Assess implementation feasibility and cross-functional dependencies
- Rank opportunities into a prioritized action plan
Track Progress and Sustain Gains
- Monitor cash conversion cycle metrics against targets continuously
- Flag initiatives losing momentum or reverting to baseline
- Report realized cash impact against the original opportunity estimate