AI governance: the invisible prerequisite for success

TL;DR AI
2 min readKey summary
Many AI projects stall after the demo phase because governance, access control, logging, and compliance are not in place.
The article says production AI needs traceability, risk management, and human oversight—not just strong models.
Generative AI also introduces new security risks such as prompt injection and hallucinations, raising the bar for controls.
The European AI Act turns these operational needs into legal requirements for high-risk systems.



