Try this exercise. Fill in the missing part by typing it in.

Real-time data ingestion is the process of ingesting data as it is generated, allowing for immediate analysis and processing. Unlike batch data ingestion, which processes data in scheduled intervals, real-time data ingestion enables organizations to react quickly to changing data streams and make timely decisions.

In order to perform real-time data ingestion, you need to:

• Read data from a real-time source
• Process the data
• Load the data into a target system

To read data from a real-time source, organizations utilize streaming platforms, message queues, or any other source that continuously produces data. Once the data is received, it needs to be processed in real-time to extract valuable insights. This could involve cleaning the data, applying transformations, or performing complex calculations. Finally, the processed data is loaded into a target system, such as a database or a data warehouse, where it can be further analyzed or used for real-time applications.

Fill in the blank: Real-time data ingestion enables organizations to react quickly to changing data streams and make ____ decisions.