AI-Powered Cash Forecasting Solution
- Leverage Machine Learning models to predict complex categories such as A/R and A/P
- Use closed-loop feedback system to build accurate cash flow forecasts over time and reduce variance
- Pull data from ERP, banks, accounting tools, spreadsheets to forecast with 95% confidence
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Cash Forecasting Cloud Solutions
AI Based Forecast for Accounts Receivable
Machine Learning to predict invoice-level payment dates; rolling up to provide highly accurate receivables forecasts.
AI Based Forecast for Accounts Payable
Machine Learning models study patterns in vendor payment history and open purchase orders, invoices for accurate payables forecasts.
Flexible Models for Other Operational Flows
For operating cash flow categories such as payroll and expense reimbursements, either a machine learning or a heuristic model is adopted based on the data set complexity.
Configuration of Non-Operational Cash Flows
Tax, investments, debt instruments and other non-operational segments can be automatically predicted based on historical inflows and outflows or can be manually configured by the user on a periodic basis.
Integration of Forecasts From FP&A Team
Integration with Profit & Loss forecasts from Finance Planning & Analysis teams to fine-tune the accuracy of medium and long-term cash forecasts.
Continuous Improvement of Forecasting Accuracy
Closed-loop Machine Learning feedback system automatically reconfigures forecast models by comparing forecasting models versus actual cash positions to improve accuracy with time.
