Your AI-built app is getting out of hand. Now what?
Your team built fast with AI, and now every change breaks something. Five signs it's getting out of hand, and what to do this week.
7 min read
Service
Start small, set the rules, scale what works
Citizen development and AI-assisted development rarely fail on technology. They fail on governance. I help you set up the rules, roles and support that let good apps grow beyond one team, without slowing everyone down.
What I help with
Getting citizen development off the ground
Finding a sponsor, choosing the first use cases, and finding out whether your organization is ready. Then shaping it into a program: business technologists and makers working in fusion teams with IT.
Setting up governance people actually follow
Security, access control, data storage, backups, and approved platforms and AI models. Light enough to work with, clear enough to comply with.
Governance for AI
How AI-generated logic gets verified, how confidential data stays protected, how decisions remain auditable, and who is accountable when something goes wrong.
Organizing support and ownership
Who supports which apps, how an app grows from one team to the whole organization, and how to bring existing shadow IT into the light without simply shutting it down.
How we can work together
Hourly or interim
Best when the scope is still moving, or when you need senior capacity inside your team for a while. We agree on a rate and a rough number of days per week.
Fixed-price project
Best when the outcome is clear, like a health check, a platform selection or a well-defined build. You know the cost up front.
Not sure which fits? That's usually the first thing we figure out together.
Stuck, curious, or just want to compare notes?
Services primarily in the Benelux, on site or remote. International projects on request.