Improve Reliability Across All Environments with Agentic AI for Infrastructure
Quali Torque monitors your infrastructure, performs day-to-day tasks, and provides valuable insights to improve reliability for all environments.
Let AI Do the Heavy Lifting to
Optimize Reliability for Your Infrastructure
Monitoring Infrastructure
Torque notifies your teams about infrastructure errors, bugs, configuration drift, and unexpected updates so they can respond immediately.
Diagnosing Errors
Torque uses AI to diagnose infrastructure errors so SREs don’t need to dig through lines of code to find the answers.
Streamlining Day 2
Torque automates the execution of routine Day 2 actions and provides visibility so SREs can push infrastructure updates safely.
See How Quali Torque Works
This brief demo shows how Quali Torque helps DevOps teams accelerate productivity while optimizing cloud costs.
How Quali Torque Uses AI to Improve Infrastructure Uptime
AI-Generated Environment Code
Torque generates the code needed to deploy both production and non-production environments, providing a single source of truth to monitor and help SREs understand how infrastructure is in use among their teams.
Lifecycle Automation
Torque automates the provisioning and termination for temporary, non-production environments, then monitors the state of that infrastructure continuously to provide insight into the health of those environments at any given time.
AI Insights
When bugs, infrastructure errors, or configuration drift affect environment performance, Torque notifies administrators and uses AI to diagnose the root causes of any errors so they can resolve them quickly and easily.
Streamlined Day 2 Operations
Torque defines routine Day 2 actions as code that can be automated and executed in a single click, while also providing visibility into the state and dependencies of live infrastructure so SREs can understand who will be affected before pushing updates.
Activity & Performance Tracking
Torque dashboards track the activity and performance of all infrastructure so SREs can identify anomalies and trends disrupting reliability across all production and non-production environments.
Take Torque for a Test Drive
The Torque Playground allows you to build & launch real cloud environments with no email or credit card required.
Still have questions? Our team is here to help
Book a demo to learn more about how Quali Torque supports DevOps teams
Frequently Asked Questions
Torque helps ensure high availability by standardizing and automating environment provisioning through pre-configured blueprints. This minimizes configuration errors and speeds up recovery in case of failures.
Once live, Torque monitors the state of the environment, automates notification about issues that disrupt reliability, and provides AI insights to accelerate root cause analysis for infrastructure errors.
By enabling rapid redeployment and integrating with monitoring workflows, Torque reduces downtime and simplifies maintaining service reliability across complex infrastructure and environments.
Torque gives SREs detailed visibility into the health, performance, and usage of provisioned environments. This includes logs, metrics, cost tracking, and alerts for drift or unexpected behavior.
Torque also provides valuable context, such as the users who provisioned an environment or pushed updates to live infrastructure, to help SREs resolve issues rapidly and push updates with minimal disruption.
SREs can use Torque to manage dev, test, staging, and production-like environments. Torque supports both ephemeral and persistent workloads across AWS, Azure, and other major cloud providers.
Torque continuously monitors the state of provisioned environments and can notify SREs of any drift from the defined blueprint, enabling quick remediation or rollback using the original infrastructure code.
Torque defines routine Day 2 actions as code that can be executed automatically (based on cron jobs or in response to custom events) or in response to a single click via the Torque UI. These can include restarts, patching, scaling, or cost-saving actions like scheduled shutdowns. This streamlines day-to-day work and provides more time for SREs to focus on strategic efforts.
By using version-controlled blueprints and workflow automation, Torque eliminates the need for manual setup and reduces configuration errors. Everything is defined and executed as code.
Role-based access controls ensure only authorized infrastructure admins can create or modify environment blueprints or live infrastructure. Custom policies define which resources are allowed to be provisioned via the platform, thereby preventing misconfigurations from going live on the user’s cloud accounts.
Meanwhile, Torque’s visibility tools show the users responsible for all activity, from the deployment to the updating of infrastructure, so engineers can collaborate more easily.