Quix has the perfect lightweight abstraction for building with real-time data, especially compared to heavier alternatives like Spark or Databricks. The open-source connectors and templates made it incredibly easy to get started and customize to our needs, plus I didn't have to worry about infrastructure or scaling resources.

Quix has given us an environment to handle a huge amount of real-time machine data.

Now, using Quix, we have the status of every model, cell, and rack. We know exactly what’s going on. We use Quix to collect data points from all the plants and databases, and write them into a single bucket. This allows us to create one alarm rule per device type for all projects, significantly reducing our workload.