# Transition to Data-Driven Operations

## Leveraging DePIN Boxes and Sensors:

* **Comprehensive Monitoring:** The ecosystem employs Decentralised Physical Infrastructure Network (DePIN) boxes and sensors to gather a wide array of data points. These sensors are deployed across water distribution networks, treatment facilities, and consumer endpoints. They collect data on water quality, flow rates, consumption patterns, and environmental conditions, providing a holistic view of the entire water system.
* **Automated Data Collection:** The integration of DePIN boxes ensures automated data collection and transmission, reducing the need for manual intervention and minimising human errors. This automated approach increases the reliability and accuracy of the data collected
