JFrog Integration Overview: Make Artifactory the Single Source of Trust for Cloud Environments Skip to content
Quali
  • Products
    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.
    • Documentation
      Browse Quali Torque documentation
    • Integrations
      Plug environments into your developer tools
    • Login to Torque
      Access your Quali Torque account
    CloudShell
    Infrastructure Automation for Hybrid Workloads
    • Documentation
      Browse Quali CloudShell docs and resources
    • Community
      Visit the CloudShell community
    Customer Support
    Learn more about Quali’s customer support program
    • Technologies
      • AI & Application Workloads
        Govern AI models, training environments, and inference services as complete, production-ready stacks
      • Dynamic Compute
        Provision and govern VMs, containers, and Kubernetes clusters aligned to real workload demand.
      • Hybrid Infrastructure
        Unify multi-cloud, hybrid cloud, private cloud, data center, and edge under a single operational model.
      • IaC & Container Management
        Turn fragmented infrastructure code into standardized, governed, reusable environments.
      • AI Agents & External Automation
        Enable AI systems to safely interact with infrastructure
      • CI/CD Pipelines
        Provision real infrastructure for every pipeline stage is provisioned
      • Developer Platforms (IDP / IDE / CLI)
        Deliver infrastructure directly within developer workflows
      • IT/Ops Systems
        Integrate infrastructure context into operational workflows
      • FinOps & Cost Systems
        Apply cost control before infrastructure is provisioned
    • Roles
      Roles
      Common roles we support
      • Platform Engineer
        Deliver governed infrastructure at scale. Torque handles the complexity; you drive the strategy.
      • Site Reliability Engineer
        Full lifecycle visibility, automated remediation, and the clarity to own reliability at any scale.
      • Developer
        Innovation moves fast. Now your infrastructure does too.
      • Data Scientist
        GPU Stacks On-Demand. No Infrastructure Skills Required.
      • IT/Ops
        Infrastructure Is Complex. AI Intelligence Makes Managing It Simple.
      • FinOps
        From cost reporter to cost controller, know what's being spent, stop what shouldn't be, and prove the value of every pound invested.
    • Use Cases & Services
      Use Cases
      Problems our products solve
      • Developer Productivity & Experience
        Governed self-service environments on demand, no tickets, no waiting, no credential sharing.
      • Platform Engineering Stop fulfilling requests
        Start scaling infrastructure. The governed self-service layer platform teams actually need.
      • Security & Compliance
        Governance isn't a gate applied after deployment. It's a property of every environment from the first second it exists.
      • Optimization & Infrastructure Utilization
        Cost control starts at provisioning, not at the invoice. Every resource tagged, lifecycle-managed, and reclaimed automatically.
      • CI/CD Pipeline Automation
        Every pipeline stage gets its own isolated, production-accurate environment. Provisioned on trigger. Torn down on completion.
      Services
      • Internal Infrastructure Service
        Turn your IT organization into a governed infrastructure service provider, any team, any resource, on demand.
      • GPU as a Service (GPUaaS)
        Governed GPU environments provisioned in minutes, reserved in advance, scaled dynamically, and decommissioned automatically when the job completes.
      • LLM as a Service (LLMaaS)
        The complete LLM stack, GPU layer, runtime, model weights, and dependencies, provisioned as one governed blueprint, identically every time.
      • AI Studio as a Service
        A governed AI development workspace delivered as an internal service, compute, tools, and data access ready when the work starts.
      • Bare Metal as a Service (BMaaS)
        Governed bare metal provisioning at cloud speed, full lifecycle management with the policy and cost controls as any cloud resources.
    • Pricing
    • Resources
      Resources
      In-depth resources
      • Resource Library
        Check out our in-depth resources
      • 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
      See our products in action
      • 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
      Browse our latest tips and insights

      RECENT BLOG POST

      Multiple AI Agents. One Infrastructure. Zero Coordination.

      22 Apr, 2026

      Multiple AI Agents. One Infrastructure. Zero Coordination.

      • Company
        About
        • About Us
          Who are we and what we stand for
        • News
          Catch up on the latest news
        • Careers
          Learn more about opportunities to join the Quali team
        • Contact Us
          Let's get in touch
        Partners
        • Visit the Partner Portal
          One-stop-shop for everything you need for your Quali partnership.
      Login Partner Portal Contact Us
      • Pricing
      Login Partner Portal
      • Legal
      • Privacy Policy
      • Cookie Notice
      • Torque
        End-to-End Infrastructure Optimization
        • AI Copilot
        • Cloud Curate
        •  Documentation
        •  Integrations
        • Login to Torque
      • CloudShell
        Infrastructure Automation for Hybrid Workloads
        •  Documentation
        •  Community
      • Customer Support
        Learn more about Quali’s customer support program
          • AI & Application Workloads
          • Dynamic Compute 
          • Hybrid Infrastructure
          • IaC & Container Management
          • AI Agents & External Automation
          • CI/CD Pipelines
          • Developer Platforms (IDP / IDE / CLI)
          • IT/Ops Systems
          • FinOps & Cost Systems
        • Roles
          Common roles we support
          • Platform Engineer
          • Site Reliability Engineer
          •  Developer
          • Data Scientist
          •  IT/Ops
          •  FinOps
        • Use Cases
          Problems our products solve
          • Developer Productivity & Experience
          • Platform Engineering Stop fulfilling requests
          • Security & Compliance
          • Optimization & Infrastructure Utilization
          • CI/CD Pipeline Automation 
        • Services
          • Internal Infrastructure Service
          • GPU as a Service (GPUaaS) 
          • LLM as a Service (LLMaaS) 
          • AI Studio as a Service 
          • Bare Metal as a Service (BMaaS) 
        • Resources
          In-depth resources
          • Resource Library
          • Buyer's Guide
          • Critical Capabilities
          • Customer Use-Case Studies
        • Demos
          See our products in action
          • Intro to Quali Torque
          • AI Infrastructure Orchestration
          • Cloud Cost Optimization
        • Blog
          Browse our latest tips and insights
          • About
            • About Us
            •  News
            •  Careers
            • Contact Us
          • Partners
            • Visit the Partner Portal

          Latest Resources

          See All Resources
          Quali’s Torque Platform Brings Enterprise Governance to NVIDIA NemoClaw, Scaling Autonomous AI Agents From Pilot to Production
          29 April 2026

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

          Learn More:
          Quali CEO Lior Koriat Featured in The AI Journal Explaining How Agentic AI Is Quietly Reshaping How Companies Run Systems
          15 April 2026

          Quali CEO Lior Koriat Featured in The AI Journal Explaining How Agentic AI Is Quietly Reshaping How Companies Run Systems

          Learn More
          “I Built a Production Kubernetes Platform in 48 Hours” And Missed Everything That Matters
          7 April 2026

          “I Built a Production Kubernetes Platform in 48 Hours” And Missed Everything That Matters

          Learn More
          The hidden tax on every data scientist and how to eliminate it
          2 April 2026

          The hidden tax on every data scientist and how to eliminate it

          Learn More
          See All Resources
          [THE_TITLE]

          [THE_TITLE]

          Learn More
          Quali
          Products
          • Torque
          • CloudShell
          • Customer Support
          LEARN
          • Resource Library
          • Watch a Demo
          • Blog
          • Partners
          COMPANY
          • Contact Us
          • Book a Demo
          • About Us
          • Careers
          • News
          Legal Trust & Security Privacy Policy Cookie Notice
          ©2026 Qualisystems LTD