Shadow AI and standalone dashboards: how to maintain control over the proliferation of tools
In addition to the official BI platform, almost every organization leads a second, informal life: a marketing team analyzing customer data with an AI tool, a sales department with its own Excel dashboard, an individual employee pasting company data into a chatbot to quickly get a summary. This rarely happens out of carelessness but usually simply because it works faster than waiting for IT.
What is the risk of Shadow AI and BI?
Shadow BI and shadow AI pose two risks. First, conflicting figures arise and the overview is lost when everyone works with their own tools and datasets. Additionally, sensitive data or personal information can end up in external tools out of sight of IT. This makes management difficult and increases the risk of data breaches and GDPR violations.
Why banning doesn't work
A ban seems like a logical solution, but rarely works: people often find another route. It is better to investigate why they use these tools. Usually, the official platform does not offer the speed or accessibility they need. Therefore, the solution requires not only policy but also a central platform that is as fast and user-friendly as the standalone alternatives.
A practical governance framework
The foundation is a central platform where departments can conduct analyses themselves within a shared, validated data model. Microsoft 365 offers a secure AI solution, so employees do not need an external chatbot. Finally, establish clear agreements on which data may and may not be shared outside the platform.
How to approach this
- Map the proliferation. Inventory which standalone dashboards, Excel files, and AI tools are actually being used. Often, this is more than IT expects.
- Provide a full-fledged central alternative. Ensure that the platform is as fast and user-friendly as the standalone tools. Otherwise, employees will still choose the easiest route.
- Make short, practical agreements. Clearly define which data may and may not be shared outside the platform and ensure that everyone knows these rules.
- Show what can be done safely. Provide a brief, practical instruction on the safe AI options within Microsoft 365. This prevents employees from habitually reverting to external tools.
You cannot prevent Shadow AI and shadow BI with a ban, but with a central alternative that is just as accessible, user-friendly, and familiar. Axelio helps organizations set up a BI & AI platform and simultaneously teaches employees how to use it safely.
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