Traditional collections is a reactive, labor-intensive process that treats all overdue accounts equally, wasting effort on low-risk customers while missing high-risk exposures. This custom multi-agent system automates that prioritization by continuously analyzing customer payment history from your ERP (e.g., SAP, Oracle), real-time credit scores, and internal cash flow needs. The business outcome is a measurable reduction in DSO—typically 15-25%—by focusing collector effort where it has the highest probability of recovery and the greatest impact on liquidity. The architecture requires robust data pipelines from CRM and financial systems to feed the agentic reasoning layer.




