Why enterprise AI requires a control layer, not just another tool

Most organizations understand AI’s strategic importance; the challenge now is integrating it into core operations in a way that’s governed, repeatable, and auditable. Pilot projects and isolated automation efforts often lead to fragmented use cases, inconsistent controls, and limited oversight. In regulated or complex environments, this approach is unsustainable and exposes organizations to increased risk and operatio...