Quali's Torque Platform Brings Enterprise Governance to NVIDIA NemoClaw -- Scaling Autonomous AI Agents From Pilot to Production

Quali said its Torque platform provides enterprise governance and lifecycle management for NVIDIA NemoClaw, a stack intended to support secure, on-premises autonomous AI agent deployment. The change matters because it targets moving NemoClaw from individual team usage to governed operations across multiple environments.

In the company’s account, NemoClaw combines NVIDIA Nemotron 3 Super, OpenClaw, and NVIDIA OpenShell, following an April 2026 technical release of NemoClaw on DGX Spark. Quali focused on the operational gap of governing dozens or hundreds of NemoClaw environments across teams, enforcing policies on agent behavior, controlling GPU costs, and providing governed self-service access.

Quali described OpenClaw as an open-source autonomous agent framework that enables agents to execute tasks across files, APIs, and messaging platforms. It said NemoClaw packaged that framework with Nemotron 3 Super as a model backbone, OpenShell for sandboxed execution, and a hardened deployment blueprint validated on DGX Spark. Torque, in this framing, provisions and manages NemoClaw environments using versioned blueprints with policy enforcement and automatic teardown when agent tasks complete.

Torque also extended NemoClaw to multi-tenant operations by enforcing hard isolation between teams, attributing GPU costs per environment, and limiting workloads to defined policy boundaries across DGX Spark, DGX Station, on-premises clusters, and cloud GPU infrastructure. Quali added that teams can access governed NemoClaw environments on demand through a self-service portal. “NVIDIA NemoClaw is a significant step. it makes powerful autonomous AI agents accessible and secure at the individual deployment level. Torque picks up exactly where that ends. When an organization wants to scale NemoClaw across ten teams, fifty environments, multiple DGX systems, and a hybrid cloud estate, they need governance, policy enforcement, lifecycle automation, and cost control. That is what Torque delivers. NemoClaw gets agents running. Torque keeps them governed.” said Lior Koriat, CEO, Quali.

Quali also said Torque support for NVIDIA NemoClaw extended its coverage across DGX Spark, DGX Station, Nemotron 3, NVIDIA GPU Operator, and NIM Operator.