Jirbis — Workflow Architecture for the AI Era

Jirbis helps organizations measure, understand, and reduce configuration debt in Jira Cloud.

Our diagnostic tools produce deterministic, evidence-based architecture assessments — not opinion-based consulting.

Who We Are

Gregory Kneller — Atlassian Expert Emeritus. 15+ years of Jira Cloud architecture experience.

We have worked on Jira Cloud instances ranging from 20 to 1,000+ projects. We have seen configuration debt in every form: unused workflows, fragmented permission schemes, automation rules nobody owns, custom fields nobody uses.

We built Jirbis to turn that experience into a reproducible, measurable diagnostic.

Methodology

• A named metric with a computed value
• A trust level derived from evidence quality
• A threshold rule that defines when the metric becomes a governance risk

The findings are reproducible: run the same diagnostic on the same instance twice and you get the same numbers.

This is not opinion consulting. This is evidence-based architecture analysis.

Scope

We work exclusively with Jira Cloud. Jira Server and Data Center are not in scope.

Products