An issue is quietly emerging behind the “vibe coding” explosion.
People aren’t just experimenting with AI tools.
They’re building their own internal software.
Marketing teams building analytics dashboards.
Operations teams writing workflow systems.
Finance teams generating forecasting tools.
Individually, these are often clever and useful.
Collectively, they create something else entirely:
Shadow IT at planetary scale.
Which means organizations are about to face a governance challenge most aren’t prepared for:
Identity & access control — Who actually has access to these tools?
Security — What APIs, data sources, or models are being connected?
Reliability — What happens when the person who built it leaves?
Legal/compliance — Who owns the IP generated by these systems?
Data leakage — What sensitive information is being passed into models?
Historically, IT departments governed software because software was expensive and slow to build.
Now software is cheap and fast to build.
That changes everything.
The organizations that figure out how to govern AI-built systems without killing the creativity will have a massive advantage.
The ones that don’t…
…may wake up one morning to discover they’re running hundreds of critical tools that no one officially owns.