What it is
The same automation discipline, as a product you run.
Operations Center turns manual IT/DevOps requests into tested, compliant, deployable Ansible automations — generated by AI, quality-gated by Molecule and AWX, security-hardened, compliance-audited, and delivered as a reviewable pull request. Every role follows a defined set of craftsmanship rules and is shaped by ten expert personas, so the output reads like work from a senior automation team.
The end-to-end pipeline
Seven stages, request to PR
A request enters through the UI, API, or an n8n / ServiceNow-style intake, then flows through seven stages — each able to fix, gate, or block.
Reuse detection
A six-factor similarity check against the existing automation catalog, so nothing is rebuilt from scratch.
Blueprint builder
The AI generates the role, playbook, tests, and AWX job template.
Quality gate
Architecture review, yamllint, and ansible-lint, with automated fixes.
Runtime + AWX QA
Molecule runs on Docker and real nodes, plus a live AWX launch, with an AI fix loop on failures.
Hardeningcan block
Secrets, CVE, CIS, and risky-module checks.
Compliancecan block
Anonymization, AI governance, and privacy review.
Deploy
Opens a pull request, updates the work tracker, and links artifacts and reports. A human reviews, merges, and the catalog updates.
Launching soon
Be first to run the pipeline
The live environment is coming. Join the waitlist and we'll send you a one-click guest demo — submit a request and watch the full pipeline run end to end — the day it goes online.