The more sensor data your network includes, the better. We always recommend adding readings, as it allows you to validate and update your model with live and historical data. 

This way, you can:

• Compare the model simulation results with real information
• Get warnings whenever we detect anomalies in your assets
• Improve the model accuracy and minimize deviations
• Get water balance insights if you network includes Zones (DMAs)

If you have an Owner role, you can easily add readings or live data to your network. We always recommend to map your signals to the corresponding assets to improve accuracy. 

Check the following articles to learn more about how to do it:

• Upload readings in a .CSV file
• Prepare your signal mapping file
• Send live data through the Qatium API