The Agentic AI Platform to Accelerate Infrastructure Operations

Torque automates the full infrastructure lifecycle, from discovering and governing every asset, to governed self-service deployment, to AI-powered Day-2 operations. For every team, every infrastructure type, every workload.

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Enterprise users worldwide

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Environments launched monthly

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Global enterprises and partners

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Top full stack infrastructure & cloud vendors

Infrastructure automation goes beyond provisioning.
Torque manages the full lifecycle with AI agents.

Every enterprise has infrastructure debt, assets deployed outside governance, environments that cost money and nobody owns, teams waiting weeks for access they should have in minutes. Torque closes all three gaps simultaneously.

Three problems that compound each other and escalate over time

Your automation estate is invisible

Scripts, modules, playbooks and templates accumulate across repositories, active, dormant and forgotten. You can’t govern, reuse or secure what you haven’t found.

Deployment takes weeks, not minutes

Spinning up governed environments requires coordinating multiple teams across network, storage, compute and software. Every request creates a new bottleneck.

Day-2 is a black box

Once infrastructure is deployed, drift accumulates, costs grow unattributed and incidents require manual triage. There is no intelligence layer watching what you’ve built.

Torque accelerates & optimizes
your infrastructure operations

Curate

Discover & Govern. Day 0 – The foundation

Torque connects to every Git repository and cloud account and builds a complete, real-time inventory of everything your organization owns, every IaC module, script, playbook and template, whether active, dormant or forgotten. Cloud resources deployed outside governance are detected and converted to production-ready IaC automatically.

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Self-Service

Deploy on Demand. Day 1 – The catalog

A governed catalog of validated environment blueprints, accessible via portal, ITSM, IDP, IDE and CI/CD pipeline. The AI Environment Designer generates deployable blueprints from plain-language prompts. Platform teams define the guardrails once. Every team self-serves within them, instantly.

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Operate

The control plane. Day-2 Intelligence

Continuous monitoring across every deployed environment. Drift is detected and automatically remediated where policy permits. AI agents surface cost anomalies, idle resources and performance issues before they become incidents. FinOps, SRE and platform teams work from one live operational picture.

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AI-Agentic

Active across every stage.

Torque applies AI in two ways: embedded intelligence that helps teams create, manage, and optimize infrastructure, and a governed interface that allows external AI agents to safely interact with infrastructure through policy-controlled workflows.

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AI that acts, not just advises.

Torque’s AI agents operate within governed policy boundaries, discovering issues, recommending actions, and where permitted, executing them without waiting to be asked. Four specialist agents cover every dimension of infrastructure operations.

Go from initial asset to AI-driven,
fully governed infrastructure in just minutes

Six capabilities that work together across the infrastructure lifecycle. Each one delivers immediate value. Together they give your organisation a level of control and visibility that fragmented tooling can never provide.

Curate
Discover & Govern Complete automation discovery

Real-time inventory of your infrastructure. Torque connects to Git and cloud accounts, creating a searchable inventory of assets. Every IaC module and Terraform file is mapped to its owner, providing a source of truth for automation.

Cloud Curate – Unmanaged Resources Under Governance

Resources deployed via cloud consoles or scripts are detected and converted to production-ready. Infrastructure as Code automatically. ClickOps becomes reusable, policy-compliant IaC in seconds, delivering a clean, auditable infrastructure.

Self Service
Deploy on Demand Governed Catalog – Teams Get Their Environment in Minutes

Platform teams publish validated blueprints in the Solutions Hub. Developers and engineers request environments via portal or CI/CD pipeline. Every deployment is identical and policy-enforced. The right environment is live in minutes.

AI Environment Designer – Language as Governed Infrastructure

The AI Environment Designer eliminates skill barriers. Torque creates a deployable blueprint from your Curated inventory. No YAML or engineering needed. A data scientist or developer receives governed infrastructure from a sentence.

Operate
Day 2 Intelligence Cost Intelligence and Lifecycle Governance

Deployed environments have cost attribution, ownership tagging, and lifecycle policies. Idle resources are reclaimed automatically. AI workloads and GPU clusters are monitored for cost. The FinOps Agent highlights savings opportunities as actionable items. Month-to-date spend and savings are visible in real-time.

Continuous Monitoring and AI Remediation

Torque continuously monitors environments for configuration drift at the item level. The SRE Agent assesses impact, suggests fixes, and executes them if allowed. CIOs and platform leads view a live operational overview from a single screen.

Watch a Brief Demo of Quali Torque

“Torque gave our platform team back the time they were spending answering infrastructure requests. Now those requests fulfil themselves.”

– VP Platform Engineering, Global FInancial Services Firm.

Frequently Asked Questions

Quali’s Torque is intended to help you get more out of your Infrastructure as Code files.

After recognizing that our customers spent most of their time manually configuring multiple IaC and containerized assets into complete environments, we designed Torque to automate that process so they can spend their time more productively.

Torque leverages your Terraform, CloudFormation, Helm, Kubernetes, and other assets directly from your Git repositories and allows users to define a ready-to-run environment based on those assets.

These environments are wrapped in YAML that makes them repeatable, so developers, testers, and other end users can deploy them as many times as needed. This also allows you to set policies and make updates centrally that will be reflected in the YAML every time your end users deploy the environment.

Think of Torque as a control plane that allows you to define and launch environments similarly to Infrastructure as Code, while also enforcing cloud governance and providing reports on activity and cloud costs by user and team.

Yes, we encourage it! Our most successful users automate the orchestration of complete environments that may contain multiple Terraform scripts, CloudFormation assets, Helm Charts, or Kubernetes manifests so they don’t have to do it manually.

Currently Torque leverages assets from Terraform, AWS CloudFormation, Helm, Kubernetes, Quali CloudShell, and Ansible. If you have questions about a specific infrastructure automation tool, contact our team today.

Not exactly. Quali Torque leverages the code defined within Terraform modules (as well as those defined in other IaC and Kubernetes tools) to create new YAML files that can define complete environments.

Torque normalizes the infrastructure from the user’s IaC modules so they can create a YAML defining all the inputs, dependencies, infrastructure components, and outputs to launch an application environment–even if the infrastructure components were defined using different IaC tools.

Once defined, Torque users can initiate the creation of those environments with a single click, set a duration to automate termination when it’s no longer needed, and maintain the configurations for all future deployment via the central YAML file.

Since Torque manages the actions to execute the code in those definitions, the platform can also automate those actions based on daily schedules, enforce role-based permissions and governance policies to prevent unauthorized deployments, and track all activity and costs based on the user responsible for it.

In short, Torque accelerates the orchestration of application environments that leverage our customers’ IaC, while automating the monitoring and governance of how those environments are used.

Our users integrate Torque with their CI/CD platform to better manage their application infrastructure.

Security is one major benefit. Many teams have encountered developers sharing admin credentials for cloud accounts just to fulfill basic infrastructure needs, which creates widespread security risks. Torque encrypts admin credentials and automates the authentication behind the scenes. Our blueprint model allows developers and others to run cloud environment via self-service without needing or having access to credentials at all.

Cost is another priority for our users. Idle cloud resources, or those that your teams deploy without using or forget to terminate once they’re done with them, are one of the biggest sources of cloud waste. The same can be said for over-sized cloud resources, or those that are larger than the actual workload needs. Torque automatically prevents these sources of waste at scale. The platform identifies idle cloud resources and calculates the cost savings from terminating them. Meanwhile, admins can set workflows to automate the termination of cloud resources based on a daily schedule (for example, the end of the workday), and configure custom policies that instruct Torque to deny deployment of cloud resources that violate their cost standards, including those that are oversized or unnecessarily long runtimes.

Finally, productivity is a major benefit of leveraging Torque to run your application infrastructure. Torque leverages IaC to define the complete configuration of application environments–including those that require multiple resources defined in different IaC tools–that teams can deploy repeatedly and maintain continuously. These reusable definitions eliminate redundant orchestration processes, allow teams to collaborate on and maintain application infrastructure at scale, and continuously how your teams are using your cloud resources and budget.

No. Torque integrates with industry-leading CI/CD tools so our customers can automate the lifecycle of application environments directly within their pipelines.

Many of our customers rely on Torque to accelerate pipelines and maintain configurations by relying on Torque’s automation, governance, drift detection, and activity reporting.

Quali Torque is an orchestration and management platform that provides visibility into cost consumption and waste, as well as automation and governance to optimize costs.

Since Torque initiates the creation of cloud infrastructure, the platform calculates the costs of all deployments based on the configuration and runtime of each cloud resource. Our dashboards provide up-to-the-minute cost reporting based on those deployments.

Cost reports in Torque also provide for cloud activity, including the users or teams responsible for those deployments and the associated costs. This helps our users identify who is responsible for their biggest cost drivers more proactively.

Torque continuously reviews all actively deployed cloud resources to identify those that are idle. The Inactivity dashboard shows all inactive cloud resources that their teams have deployed, along with the expected cost savings of terminating those resources.

As the deployment layer for cloud infrastructure, Torque can also enforce rules to deny activity that wastes budget. For example, policies can instruct Torque to deny the launch of cloud resources that are oversized, scheduled to run too long, or expected to exceed a custom threshold for costs. Similarly, workflows allow admins to automate the termination of cloud resources at the end of the workday, thereby preventing idle resources running overnight or on weekends.

Learn more about how Quali Torque supports cloud cost optimization.

No. Traditional FinOps tools leverage customers’ cloud billing data and focus heavily on pricing, cloud platforms, and other purchasing decisions that can create savings opportunities.

Our customers use Torque alongside their FinOps tools to optimize the operational costs of their cloud infrastructure. Since Torque serves as the deployment and control layer for cloud infrastructure, the platform provides continuous monitoring of costs, recommends savings opportunities by streamlining operations, and enables users to act on those opportunities by automating governance and infrastructure lifecycle.

Torque also automates cloud resource tagging to enhance the value of insights from a FinOps tool. Users are required to select a tag from a picklist before launching a cloud environment, after which Torque will apply those tags to all resources deployed. This prevents missing and misspelled tags from creating blind spots in FinOps reporting.

Learn more about how Quali Torque supports cloud cost optimization.

Yes! Both Quali Torque and CloudShell help customers optimize hybrid cloud operations by normalizing infrastructure regardless of where it’s hosted and creating a reusable definition of environments in code. This allows end users to launch environments repeatedly as needed, thereby reducing provisioning delays.

Quali’s Torque infrastructure automation platform received SoC 2 Type II compliance certification following a thorough audit by a multinational professional services network and independent third-party auditor.

The SOC 2 reporting framework, created by the American Institute of Certified Public Accountants (AICPA), sets benchmarks for managing user data. Achieving SOC 2 Type II compliance ensures current and future Quali customers that they have the proper security, privacy, and compliance controls in place to protect and manage its users’ data.

Torque includes out-of-the-box plugins and an extensive REST API for your existing CI/CD and DevOps tools, enabling you to automate the entire lifecycle of your environments directly from your own release pipeline. This allows you to automate the deployment of an environment when needed and automate the teardown when it is not.

Explore Torque in a live playground

No installation. No configuration. Launch a fully governed environment in minutes and see how Torque discovers, normalizes, and controls infrastructure across your technology stack.

Pre-loaded blueprints across IaC, containers, and GPU infrastructure, ready to launch in one click.

Real governed environments that provision, enforce policy, and tear down automatically.

No credentials required, explore the full platform experience without connecting your own cloud.

Live cost and drift tracking so you can see the governance layer in action from day one.

Launch Playground

Want to understand how Torque can transform your business?

See how Torque governs your entire technology stack, from IaC to GPU infrastructure, in a live session tailored to your environment.