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Torque
End-to-End Infrastructure Optimization
AI Copilot
Let AI handle the heavy lifting to optimize your cloud infrastructure
Cloud Curate
Auto-generate Infrastructure as Code directly from your cloud accounts.
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Integrations
Plug environments into your developer tools
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CloudShell
Infrastructure Automation for Hybrid Workloads
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Customer Support
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Technologies
Technologies
Technologies we support
Infrastructure as Code
AI orchestration & simplified provisioning for IaC
Terraform
Automate how you create, delivery, & maintain Terraform resources
OpenTofu
Make your OpenTofu resources easier to run and maintain
Helm
Scale your Helm Charts securely
GPU Stacks
Scalable, managed GPUs for AI solutions
NVIDIA AI Enterprise
Ease-of-use for orchestrating AI resources
Multi-Cloud / Hybrid Cloud
Unlock velocity & optimize usage across clouds
Kubernetes
Simplify Kubernetes to democratize access
Roles
Roles
Common roles we support
DevOps
Accelerate DevOps with AI agents to perform routine tasks
Engineer
Improve uptime with Agentic AI to help SREs move faster
FinOps
Eliminate wasted cloud costs proactively
Data Science
Streamline delivery of AI applications with AI for data science teams
Use Cases
Use Cases
Problems our products solve
Developer Experience
Self-service access to a simple infrastructure provisioning experience
Software Demo & Training Environments
Accelerate delivery of mission-critical, non-production software environments
Agentic AI
Streamline the delivery of your agentic AI tech stack
Day-2 Operations
Enhance application performance with automated actions on live environments.
Cloud Cost Optimization
Identify, eliminate, and prevent your wasted cloud costs proactively
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Buyer's Guide
Answers to key questions about Torque
Critical Capabilities
Clear guidance to assess and understand critical capabilities
Customer Use-Case Studies
Real examples of how customers are using Torque to scale, simplify, and optimize cloud environments.
Demos
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Intro to Quali Torque
Intro to platform engineering with Torque
AI Infrastructure Orchestration
How to use AI to orchestrate IaC into environment templates
Cloud Cost Optimization
Identifying & preventing wasted costs
Blog
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24 Mar, 2026
When GenAI Gets IaC Wrong, It Looks Exactly Right
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Torque
End-to-End Infrastructure Optimization
AI
Copilot
Cloud
Curate
Documentation
Integrations
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Torque
CloudShell
Infrastructure Automation for Hybrid Workloads
Documentation
Community
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Technologies
Technologies we support
Infrastructure as
Code
Terraform
OpenTofu
Helm
GPU
Stacks
NVIDIA AI
Enterprise
Multi-Cloud / Hybrid
Cloud
Kubernetes
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Common roles we support
DevOps
Engineer
FinOps
Data
Science
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Experience
Software Demo & Training
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Agentic
AI
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Optimization
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Library
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Guide
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Capabilities
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Studies
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Intro to Quali
Torque
AI Infrastructure
Orchestration
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Optimization
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