Description

Cash flow forecasting is one for the most important treasury process to be optimized. Accurate prediction are imperative to meet financial obligation and manage risks.


Manual cash flow forecasting could lead to inaccuracy , shortfalls in cash balance and loss of investment opportunities

Solution


AI Model

Development of an AI model to automate cash flow treasury forecasting for 12 rolling months

Forecasting Process

Integrate the automated forecasting engine in the monthly process to reduce the hours spent on the process.

Results

Reduced manual error by 30%

Increased overall accuracy by 10%

Saved more than 250 hours of manual effort on monthly basis.


Solution


A.I. Model


Development of an AI model to automate cash flow treasury forecasting for 12 rolling months


Forecasting Process


Integrate the automated forecasting engine in the monthly process to reduce the hours spent on the process.


A/B testing


Leverage A/B testing to verify the correctness of the model.


Results


Reduced manual
error by 30%


Increased overall
accuracy by 10%


Saved more than 250 hours of manual effort on monthly basis.