Case Studies
Learn from real examples how organizations became compliant with the AI Act
These cases are based on realistic scenarios. Company names and details are fictional.
All cases
Gemeente Transparantstad
How a municipality discovered they didn't know what algorithms they were actually using — and how the registration process became an eye-opener
Read the case →CivicBot
When a municipal chatbot unintentionally gives voting advice — and the regulator raises the alarm
Read the case →Gemeente Veiligwaard
How a municipality scrutinized their fraud detection algorithm — and discovered that well-intentioned doesn't always mean fair
Read the case →Gemeente Jeugdveilig
How a municipality scrutinized their "preventive" risk model — and discovered it was making vulnerable families even more vulnerable
Read the case →TalentFlow
How a recruitment startup discovered their "smart tool" fell under strict AI legislation — and what they did about it
Read the case →MediCheck
About a medtech startup that discovered CE marking alone was no longer enough
Read the case →FinServe
How a financial services provider discovered their credit model was "high-risk AI"
Read the case →EduAssist
How an EdTech scale-up discovered that AI study advice is strictly regulated
Read the case →GridSafe
How a grid operator discovered their AI could literally switch off the power
Read the case →SecureAccess
When facial recognition doesn't work equally well for everyone
Read the case →SocialConnect
When a platform decides to use 20 years of user data for AI — and the regulator calls
Read the case →MindAssist
When an AI chatbot becomes a risk instead of a help — and what that means for product design
Read the case →EmploTrack
When workplace monitoring hits an absolute prohibition — and how to change course
Read the case →FeedFair
When dark patterns can no longer stay hidden — and a court imposes €100,000 per day
Read the case →