Demand forecasting
Estimate withdrawals by ATM, location and operating period.
Cash operations
ATM Cash Forecasting
Forecast withdrawal demand, plan replenishment and balance ATM availability with more efficient use of cash and service resources.
ForecastCash where and when it is needed
Capabilities
Plan ATM cash with better demand and availability insight
Use historical patterns, calendars and operational conditions to improve replenishment decisions across the ATM network.
Replenishment plans
Recommend cash amounts and practical service schedules.
Availability monitoring
Identify potential cash-outs and service risks early.
Cash optimisation
Reduce idle cash while supporting customer availability.
Variance analysis
Compare forecast, loaded and actual withdrawal behaviour.
Network dashboards
Track cash position, forecasts and replenishment performance.
Workflow
From demand signal to replenishment
Collect
Prepare ATM history.
Forecast
Estimate cash demand.
Plan
Set load requirements.
Execute
Coordinate replenishment.
Improve
Review actual results.
Plan cash with clear daily insight
ATM teams need the right amount of cash at each location. Too little cash affects customers. Too much cash increases cost and risk. FirstMelon uses recent demand, past withdrawals and service patterns to support a practical replenishment plan.
Teams can review expected demand before each cash cycle. They can focus on ATMs that need action and avoid unnecessary visits. Clear trends also help managers review availability, idle cash and service performance over time.