The article explores how Quali’s Torque platform is revolutionizing AI infrastructure management by offering an Agentic Control Plane, specifically designed for GPU and AI cloud environments. As demand for GPUs grows exponentially, traditional infrastructure management tools struggle to keep up with the scale and complexity of AI workloads.

This feature explains how Torque addresses these challenges by integrating intelligent automation that optimizes GPU utilization, provides real-time cost visibility, and accelerates developer access, all while ensuring strong governance.

The article underscores the need for a smarter infrastructure that adapts to AI’s evolving role with Torque at the forefront of this significantly critical market shift.