ModelOp governs the models an enterprise has in production: what exists, who owns each one, how it is performing and whether it satisfies the controls it is supposed to. It was named a Visionary in Gartner’s 2026 Magic Quadrant for AI governance platforms.
The problem is inventory before it is anything else. Large organisations cannot reliably list the models running inside them, because they arrive through vendor features, individual teams and acquisitions, and a control you cannot apply to an unknown system is not a control.
It is enterprise software, sold through a demo process, and the pricing page returns a 404. It only makes sense at an estate large enough to need governing, and the platform enforces policies the organisation still has to write itself.
