Quali, the platform engineering and intelligent infrastructure automation company, is expanding Torque, introducing Agentic Control-Plane capabilities designed to govern the emerging class of autonomous, GPU-intensive AI workloads.
According to Quali, this expansion positions Torque as the control layer enterprises now require as AI systems evolve from static pipelines into adaptive, intent-driven environments where autonomous AI assistants plan, act, and reconfigure infrastructure independently.
Torque’s expanded capabilities provide a governance layer that interprets workload intent, enforces policy in real time, and integrates seamlessly with a customer’s existing cloud, infrastructure-as-code, and hybrid automation stack.
“AI workloads today behave less like automated jobs and more like autonomous assistants operating at machine speed. Traditional automation was never designed to govern systems that continuously adapt and make decisions on their own,” said Lior Koriat, CEO of Quali. “Torque provides an intelligent control plane that interprets intent, enforces guardrails in real time, and governs change as it happens, while building on the automation enterprises already have. As infrastructure becomes increasingly autonomous, governance must be continuous, not static.”
The newly introduced Agentic Control-Plane capabilities position Torque as a unifying governance layer that operates across infrastructure-as-code frameworks, Kubernetes ecosystems, GPU clusters, cloud platforms, and on-prem environments, coordinating both human-defined automation and machine-initiated action, the company said.
Torque brings intelligence into the orchestration process through:
- Agent-driven operations
- Continuous runtime governance
- Seamless integration
- Scalable infrastructure intelligence
Torque’s expanded capabilities establish a foundation for governing intelligent infrastructure as it continuously changes across clouds, environments, and workloads, bridging the gap between traditional automation and autonomous infrastructure operation, the vendor said.
The expanded Agentic Control-Plane capabilities are available now as part of the Torque platform.
For more information about this news, visit www.quali.com.