Quali’s AI tools execute complex tasks needed to build, provision, and manage your infrastructure faster and more efficiently.
Technology, engineering, and infrastructure teams worldwide trust Quali
to optimize production and non-prod environments alike.
Enterprise Users
Environments Provisioned Globally
Cloud Resources Provisioned
Minutes of Environment Uptime
Torque connects to your Git repositories, Kubernetes services, CI/CD platforms, and public cloud accounts so users can submit natural-language AI prompts to automate the creation of ready-to-run blueprints for their unique environments. This lowers the skills barrier and accelerates the delivery of environments by automatically creating code needed to provision and manage environments, while ensuring the infrastructure admin still controls what resources are deployed.
Torque allows users to launch infrastructure and environments quickly, then monitors the state of those resources continuously to ensure reliability at scale. This includes automatic remediation of basic infrastructure errors, AI insights into the root cause behind more complex errors, and automated notification and one-click reconciliation for configuration drift.
FinOps teams use Torque to embed cost optimization into cloud operations. Since Torque defines and executes the code to provision infrastructure, the platform can calculate the associated cloud costs for any resource it deploys. This includes automatically the enforcement of policies to deny costly infrastructure deployments, providing AI insights into unused resources that are sitting idle, and terminating those resources automatically to prevent waste before it accrues costs on the bill.
Torque simplifies the deployment and management of AI models, Machine Learning services, and other resources needed to build AI applications and agents. This allows data scientists to submit basic prompts to orchestrate a ready-to-run AI model supporting their unique use case, thereby reducing the learning curve to make complex AI services more accessible at scale.
Stop writing infrastructure code from scratch. Torque’s AI tools automate blueprint design and environment creation, so your team ships faster with less manual effort.
Stop managing compliance manually across every cloud and team. Torque embeds policy guardrails directly into environment provisioning, so governance is automatic from day one.
Stop leaving wasted cloud spend undetected. Torque identifies, quantifies, and acts on your biggest savings opportunities automatically, before costs get out of hand.
Discover. Normalize. Govern.
Torque starts with intelligence, not configuration. AI agents discover your cloud assets, normalize them into governed blueprints, and build a living catalog, the single source of truth for teams and agents alike.
The result: a governed, trusted catalog your entire organization can rely on.
Core Capabilities
Intent In. Infrastructure Out.
With a governed catalog in place, Torque eliminates friction. Developers, data scientists, and AI agents simply describe what they need. Torque’s Copilot and Blueprint Agent provision it instantly, securely, and at scale.
The result: infrastructure on demand, governed by design.
Core Capabilities
Autonomous. Self-Healing. Waste-Free.
Torque continuously manages environments, so you don’t have to. AI agents detect drift, enforce policy at runtime, and self-heal automatically, while ML-driven idle detection eliminates waste and keeps every cost visible
The result: every environment is lifecycle-aware, traceable, and optimized.
Core Capabilities
Infrastructure Intelligence Everywhere.
Torque doesn’t stop at the platform boundary. Via MCP Server and API-first architecture, external agents, pipelines, and ITSM systems plug directly into Torque’s intelligence – making it the authoritative control plane for the entire agentic enterprise.
Core Capabilities
No credit card or email address required. Build & run real cloud environments in the interactive Torque Playground.
Browse our collection of brief demo videos to see how Quali’s platform engineering tools work
