Debtors -ongoing- - Version- Build 4.0 | 2024 |

Full rollout – dynamic credit limits, NLP dispute triage, omnichannel bots.

Run a pilot on a single customer segment with volatile payment patterns. Measure ECV lift and collector time saved. Then scale across the portfolio. Report prepared in accordance with modern credit & collections frameworks (2025). For implementation support, consult your financial systems architect or an AR automation vendor. Debtors -Ongoing- - Version- Build 4.0

| Metric | Improvement | |--------|-------------| | DSO reduction | 15–25% (e.g., from 52 days to 40 days) | | Bad debt write-offs | 30–40% decrease | | Collection cost per dollar | 40–60% reduction (due to automation) | | Customer retention (high-risk) | 20% improvement (via personalized plans) | | Collector productivity | 3x – focus only on complex negotiations | Debtors – Ongoing – Version: Build 4.0 is not merely an upgrade to collections software. It is a strategic finance capability that transforms receivables from a balance sheet liability into a source of customer intelligence and working capital optimization. Full rollout – dynamic credit limits, NLP dispute

Deploy autonomous workflows for low-risk, small-balance debtors only. Then scale across the portfolio