How do we prevent shadow AI?

Shadow AI does not emerge from bad intentions but from need. Employees use tools when those tools help them work faster or better, even without official approval.

The most effective response is therefore not prohibition but structure and attractive alternatives. Clear guidelines, transparent approval processes, and officially provided, secure AI solutions create orientation. When good alternatives are available, the incentive to turn to unsanctioned tools decreases.

Enablement is equally important. People who understand how AI works and what risks exist use it more responsibly. Governance, training, and technical safeguards must work together.

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Ergo AGAscavoADACBVSKDeutsche BahnCARTVdenaastra VersicherungenbfsPharmLogsaturn PetcareNABUDorfnerVoglaueraufinitysanofidomusSearenergyTeslaUKSHVoglauerRationalR+V
Ergo AGAscavoADACBVSKDeutsche BahnCARTVdenaastra VersicherungenbfsPharmLogsaturn PetcareNABUDorfnerVoglaueraufinitysanofidomusSearenergyTeslaUKSHVoglauerRationalR+V

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