- Shadow IT in analytics refers to business users creating reports or solutions outside approved IT systems.
- It happens when teams use tools like Excel or personal databases without governance.
- In one project, a sales team built their own dashboards, causing conflicting numbers.
- It can lead to data inconsistency, security risks, and compliance issues.
- As a BA, I identify shadow IT practices and guide teams to official BI tools.
- Proper training and access to self-service BI reduces shadow IT.
- It ensures analytics is reliable, secure, and governed.
- Managing shadow IT improves trust in organizational data.
What is shadow IT in analytics?
Updated on January 2, 2026
< 1 min read
