Business Intelligence

Data Management

This involves collecting, storing, and organizing data from various sources, ensuring data quality, and implementing security measures.

Data Transformation

This process involves cleaning, transforming, and preparing data for analysis, including tasks like data cleansing, aggregation, and standardization.

Data Repositories

These are specialized databases or warehouses where data is stored and organized for BI analysis, such as data warehouses and data lakes.

Application Tools for Analysis

These are software and tools used for analyzing data, identifying trends, and generating insights, including data mining, statistical analysis, and predictive analytics.

Presentation Tools

These tools help visualize and communicate data insights through reports, dashboards, and interactive visualizations, making it easier for users to understand and act on the information.

Operational Processes

These are the procedures and workflows that support the BI process, including data sourcing, data analysis, situation awareness, risk assessment, and decision support.