Data Collection and Integration:
Data integration tools, ensure that data is consolidated, cleaned, and prepared for analysis.
Data Warehousing:
A centralized foundation of structured and unstructured data, stored and managed, for BI tools to access and query data efficiently.
Data Analysis and Reporting:
BI tools uncover insights, trends, and patterns. Analysis through methods such as OLAP, ad-hoc reporting, and statistical analysis.
Dashboards and Data Visualization:
Through charts, graphs, and interactive dashboards, data visualization simplifies complex data, making it easier to understand trends, identify outliers, and communicate insights to stakeholders.
Key Performance Indicators (KPIs):
Essential metrics for monitoring progress towards business objectives, such as sales growth, customer satisfaction, or operational efficiency.
KEY RESULTS