BacklogZero®

The end of the automation backlog.

An Agentic AI Solution by Level Up Labs, built to integrate with Red Hat® Ansible Automation Platform®.

Self-hosted · local LLM by default

Turn IT requests into reusable Ansible automation. BacklogZero helps your team create reviewable playbooks and AAP job templates using the systems you already operate.

  • Self-hosted deployment.
  • Local LLM by default.
  • Works with the ITSM, Git, and AAP you already operate.
  • Human review and approval before a ticket becomes a job template.

An Agentic Orchestrator Between Your ITSM, Git, and AAP

You already run these systems. BacklogZero drafts, commits, and pushes between them.

BacklogZero® Agentic Workflow: Jira and ITSM into BacklogZero, then GitHub for CI/CD, then Analytics, EDA, and AAP (Ansible Automation Platform), with visibility and feedback to operators and infrastructure outputs.

See it run

From ticket to job template... in a matter of clicks

BacklogZero drafts the playbook. You review, commit, and push to AAP.

Tickets sit in ITSM. Playbooks are still written by hand. The backlog never becomes job templates.

Agents draft from the ticket. You refine, commit to Git, and push to Controller. Test in dev. Run in prod.

BacklogZero in action

Service request → Ansible playbook generation and refinement → Git commit → push to AAP.

Deploy on your infrastructure

Deploy with Podbay, Podman, Docker, or VM scripts. Local language model default, your AAP auth boundaries, no external LLM API keys required.

Featured evidence

Solutions with a demonstration, and the featured Velocity result

The demonstrations above are product recordings. The solution pages link those recordings and state availability. The Velocity item is the current editorial feature, not the latest note.

  • Availability: Custom FDE only

    Capture an AAP deployment as configuration-as-code

    Crane (Beta) exports an automation controller as a Git-native configuration-as-code repository and can apply that repository onto AAP. It is available in custom engineering engagements.

  • Availability: Generally available — self-managed

    Turn an IT request into an Ansible job template

    A self-managed subscription drafts a playbook from an IT request. A person reviews it, commits it to Git, and BacklogZero creates an AAP job template.

GA release · 2026.9.0

BacklogZero 2026.9.0

See the launch prompts. Then confirm-launch this run. Bind the controller project, sync SCM after you push, and finish CaC apply from the IDE.

Included for current subscribers. Take the 2026.9.0 appliance update, then fully restart the IDE MCP process and refresh the web UI.

Runs on your infrastructure

BacklogZero: What You Get

Self-hosted on your infrastructure. Same Ansible patterns you already use, only accelerated.

  • Not SaaS

    Availability: Generally available — self-managed

    Self-hosted, containerized install. A local LLM is the default. Optional cloud providers (Anthropic, OpenAI) and a retrieval database stay on infrastructure you operate.
  • Human review and approval

    Availability: Generally available — self-managed

    Agents draft playbooks. You review and refine them, commit to Git, and approve what Ansible Automation Platform runs.
  • Your ITSM, Git, and AAP

    Availability: Generally available — self-managed

    Self-managed subscriptions work with Jira and ServiceNow, Git through AAP projects, and Red Hat Ansible Automation Platform. Other ITSM or Git layouts are separately scoped custom engineering.
  • Enterprise SSO

    Availability: Custom FDE only

    Enterprise authentication and single sign-on are not included in the self-managed subscription. They are a separately scoped custom engineering engagement.
  • Priced as an AAP rider

    Availability: Generally available — self-managed

    Annual subscription at the published list price. When we verify your AAP entitlement, the term can co-term to your Red Hat anniversary. Custom engineering is billed separately.
  • Deploy with your tools

    Availability: Generally available — self-managed

    Scripts for Podbay, Podman, Docker, or a VM.
  • UI and MCP

    Availability: Generally available — self-managed

    Web UI, plus a Model Context Protocol (MCP) server for agentic interfaces.
  • Built to raise AAP utilization

    Availability: Generally available — self-managed

    More tickets become playbooks and job templates your team reviews and Controller runs.

Greater Ansible ROI Starts Here

More job templates for the AAP nodes you already licensed

  1. The true ROI of AAP is measured by the job templates that exist and actually get run.
  2. Most of the work that gets automated starts as tickets. But then someone has to write the playbooks.
  3. BacklogZero drafts Ansible playbooks from your backlog. Your team reviews and refines. AAP runs only what you promote.
  4. $15 per managed AAP node per year, sold in 100-node packs.

Self-hosted by default

Your model. Your perimeter. Your AAP Controller.

Runs on infrastructure you control. No cloud LLM keys required.

BacklogZero is built to run entirely on your own infrastructure, because that's how it works in our own environments. No cloud LLM API keys needed. No long-term vendor lock-in. You control the language model, the data access, and the privacy perimeter.

Level Up believes your company should be driving your future with AI, not simply along for the ride with large language model providers.

Technical demo

Watch the workflow, then ask for a technical demo

Self-managed subscriptions are on the pricing page. Use this form to request a technical demonstration of the self-managed product.

BacklogZero® · The end of the automation backlog. · Level Up Labs