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ATM (Proof of Concept)

A proof-of-concept ATM management tool for real-time resource tracking, cash depletion monitoring, and route optimization using interactive map dashboards and HERE Maps integration.

NestJs
NextJs
PostGIS
ATM Dashboard
case-study.md

Map Dashboard

Dashboard

The map dashboard provides a clear overview of the entire ATM network at a glance. Each ATM is color-coded — red for depleted, green for operational — so field teams can quickly identify units that need attention. Clicking any marker reveals real-time status details for that specific ATM.

This approach simplifies daily operations: teams spend less time checking individual machines and more time handling replenishments where they matter most.

Popup view of atm

Detailed Analytics

Detailed view of atm

The detail view surfaces key metrics for each ATM — daily depletion rates, transaction volume, and current operational status. These insights help teams understand usage patterns and schedule maintenance proactively rather than reactively.

Points of Interest Integration

Point of interests

Integrated HERE Maps POI data to display nearby landmarks — restaurants, offices, malls, and banks — around each ATM. This context helps operations teams assess location performance and optimize replenishment routes based on surrounding foot traffic.

POI routing