Analytics & Predictions

Cash Flow Forecast (Next 90 Days)

Week 1 Week 3 Week 5 Week 7 Week 9 Week 11 $0 $25k $50k $75k $100k
High Confidence
Medium Confidence
At Risk

Forecast Accuracy

94.2%
+2.3% vs last period
Early predictions 87%
On-time predictions 98%
Late predictions 89%
Accuracy Trend

Smart Contract Performance

Avg Days to Payment
18 days
With Smart Contracts
40% faster
Without Smart Contracts
30 days
Industry Average
32 days

Late Payment Reduction

25%
Before
6%
After
76% reduction in late payments

Follow-up Effectiveness

156 Invoices Sent 48 First Follow-up 69% converted 18 Second Follow-up 62% converted 7 Still Outstanding 61% converted

Optimal Follow-up Windows

First reminder: 7 days before due (highest response rate)
Second reminder: 3 days before due (2nd best conversion)
Final reminder: On due date (urgency factor)

Client Segmentation Analysis

Clients plotted by payment speed vs revenue value. Bubble size represents invoice count.

High Value / Fast Pay Low Value / Fast Pay High Value / Slow Pay Low Value / Slow Pay Total Revenue → ← Payment Speed (Days) $0 $50k $100k $150k $200k 45 30 20 10 5
High Value / Fast Pay
Low Value / Fast Pay
High Value / Slow Pay
Low Value / Slow Pay

AI Model Performance

Prediction Accuracy 94.2%
Model Confidence 91.8%
Last Training 2 days ago
Data Points Used 2,847 invoices
Model is performing optimally

Your AI model is well-trained and delivering accurate predictions. No action needed at this time.