Key takeaways
- H2O Driverless AI builds daily withdrawal and deposit forecasts for each ATM and branch from your own transaction history.
- Forecasts account for paydays, holidays, month start and regional seasonality, the patterns that fixed stocking rules miss.
- An agent can turn the forecasts and branch data into a replenishment and staffing recommendation for a person to approve.
- Less idle cash means less money sitting unused in machines and vaults, and fewer emergency top-ups when a machine runs short.
Stock enough cash, not more than you need
Every ATM and branch has its own rhythm. Demand jumps at the start of the month, before holidays and around local events, and it shifts as customers move to mobile payments.
Fixed stocking rules cover the peaks by overfilling, so cash sits idle and carries a funding cost. When a machine still runs dry, your team arranges an unplanned delivery and a customer walks away. Interest or funding costs on idle cash vary by market, but the pattern is the same everywhere: money sitting in a machine is money not doing anything else.