The Days Sales Outstanding Problem
Most SMEs struggle with Days Sales Outstanding (DSO)—the average time between invoicing and payment. A DSO of 45 days means cash is tied up for 45+ days on average. For a business with $1 million monthly revenue, each 5-day reduction in DSO frees up $150,000+ in working capital.
Yet most businesses default to generic collection processes that don't account for individual customer differences.
What AI Understands About Payment Patterns
AI analyzes customer payment behaviour to identify patterns:
- Some customers always pay on specific days (e.g., the 15th of each month)
- Some respond to early reminders while others ignore them until critical stage
- Some prefer certain contact methods (email vs. phone vs. portal)
- Some pay faster when contacted proactively vs. reactively
- Seasonal patterns affect when certain customers can pay
Rather than treating every customer the same, AI optimizes contact timing and approach for each relationship.
Optimization Strategies
Timing Optimization: Invoice customers before their payment processing day. Reach out during their likely payment window. Avoid contact when experience shows it's unlikely to succeed.
Communication Method: Use the contact method that works best for each customer based on history.
Escalation Strategy: Know which customers need gentle reminders vs. which need more direct communication.
Incentive Opportunities: Identify customers who might benefit from early payment discounts and customers where they're wasted.
The Results
Organizations implementing AI-optimized collection processes typically reduce DSO by 5-10 days—which translates to significant working capital improvement.
More importantly, the improvement comes through better customer relationships, not through aggressive collection tactics.
Building Better Relationships
Paradoxically, contacting customers at optimal moments in their payment cycle often improves relationships. You're helping them manage their cash flow by invoicing when they're ready to pay. You're reducing friction from unexpected collection calls.
Better cash flow and better customer relationships—that's what AI-optimized collections deliver.