The first mile of data refers to the initial stage in the data journey where data is collected and sourced from its origin. This phase involves gathering data from various inputs, such as sensors, user interactions, or external systems, and then preparing it for further processing and analysis.
The first mile of data is the beginning of the data pipeline. It may also include validating, cleaning, and formatting data to ensure that is it accurately prepared for its next stages. Quality checks and strong process is vital throughout the first mile of data, as it affects the quality and effectiveness of data loaded into its final destination. A strong process throughout the first mile of data sets up an organization for successful data use with the information that is collected.