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AI USE CASE
AP/AR cash-flow forecasting
Predict cash position 4–13 weeks out with accuracy CFOs trust.
What it is
A time-series model combines payable terms, receivable behaviour by customer, payroll and seasonality to forecast weekly cash position. Replaces error-prone spreadsheet rolls and helps treasury optimise short-term placements.
Data you need
24+ months of AP/AR transactions, terms by customer, payroll calendar.
Required systems
- accounting
- erp
Why it works
- Customer-level disaggregation for top 20 accounts
- Weekly comparison of forecast vs actuals
How this goes wrong
- Model breaks when a top customer changes payment behaviour
- Forecast not refreshed weekly enough to act
When NOT to do this
Skip if you have under €5M revenue — a good treasurer's spreadsheet is enough.
Vendors to consider
This use case is part of a larger Data & AI catalog built from 50+ enterprise transformation programs. Take the free diagnostic to see how it ranks against your specific context.