- The lifecycle starts with identifying business questions and KPIs with stakeholders.
- Data is then collected from source systems like CRM, ERP, or databases.
- The data is cleaned, transformed, and stored in a data warehouse.
- I worked with data teams to validate business rules during transformation.
- BI tools are used to create reports and dashboards from this data.
- Stakeholders review the insights and identify trends or issues.
- Decisions are made based on these insights, such as process improvements.
What is the BI lifecycle from data source to decision making?
Updated on December 31, 2025
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