1. DEFINITION
Definition of the scope, metrics, characteristics and objectives of the Business Intelligence, Analytics, Artificial Intelligence and / or Machine Learning initiative to be implemented.
Definition of the available data and their respective sources, and the data to be used.
2. OBTAINING
Mapping, obtaining / extracting, enriching, transforming and structuring the data defined according to the specification provided on the initiative to be implemented.
3. TREATMENT & EVALUATION
In sync with the Obtaining stage, treatments and evaluations are carried out until a high quality data set is established according to the informed specifications.
The necessary annotations, tags and classifications are also made.
4. RELEASE
Release of a high quality data set in the specified format in order to enhance the initiative to be implemented.
Characterization analysis and quality metrics for the data set in question are also available.