Latest from the blog

What we are learning about Jira governance, configuration drift and the change history, written up and shared with the community and our customers.

  • Jira configuration changesJira audit logJira administration

    Jira configuration changes: a history outside the ticket

    Jira configuration changes never appear in an issue's history. Why the audit log alone rarely explains them, and how to read them over time.

    2026-10-19

  • JiraAtlassianAudit Trail

    5 Questions with Akash Singh (Uber)

    Akash Singh, Atlassian Solution Architect at Uber, on what Jira admins should record before an incident and what to ask any Marketplace app.

    2026-10-15

  • Jira Audit ReadinessJira Audit TrailChange Management

    Jira Audit Readiness: Where Do You Stand Before Anyone Asks?

    Jira audit readiness for change approvals: why a complete change history is not enough, and how patterns show where to look before the audit.

    2026-10-12

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MetaFrazo

Operational & Compliance Analytics Platform for Jira

Jira records every change. MetaFrazo makes it readable across projects and time.

MetaFrazo shows what is happening across your Jira workflows in near real time, turning everyday activity into clear insights and early warnings.

For CISOs, COOs, and Engineering Leaders who need governance, transparency, and delivery stability.

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What you actually see

Six examples, out of nearly 300 visuals and KPIs with the interactive tools among them. Three below are analyses you read. Three are tools you drive. Captured on a demonstration site with generated data.

Intelligence Feed in MetaFrazo, shown on a demonstration site with generated data

Intelligence Feed

The signals worth looking at today, ranked, with the issues behind each one a click away.

Configuration Change Event Audit Log in MetaFrazo, shown on a demonstration site with generated data

Configuration Change Event Audit Log

Every settings change, who made it and when, with app accounts shown apart from people.

Status Category Drift in MetaFrazo, shown on a demonstration site with generated data

Status Category Drift

Where a status has drifted from the category it belongs to, project by project.

Workflow Map in MetaFrazo, shown on a demonstration site with generated data

Workflow Map

Mine the workflow your projects actually run from transition history, then open a path to see the issues that took it.

Audit Compass in MetaFrazo, shown on a demonstration site with generated data

Audit Compass

Pick a period and a project, then open any of the nine signal lanes down to the individual event behind it.

Flow Performance in MetaFrazo, shown on a demonstration site with generated data

Flow Performance

Explore where work waits and how long each step takes, variant by variant, changing the window as you go.

Why leaders use MetaFrazo

Early-warning system

Surface operational and compliance risks before they grow into incidents.

Cross-team transparency

Your leadership team sees what is happening across your projects in near real time, with no manual audits.

What we keep, and what we don't

Reads through Jira's own permission model, and no Jira credentials are ever stored. Some of what we keep can contain names people type or @mention. More in the documentation →

How it works

Subscribes to Jira events

MetaFrazo subscribes to Jira events natively and observes them as they happen. The record builds forward from the day you install, with no bulk pull of your Jira history.

Builds operational telemetry

We transform activity signals into rolling metrics, time-series trends, and health indicators across every project.

Detects drift before failure

SLA degradation, reopen-ratio spikes, workflow bypass patterns, and backlog acceleration, all surfaced automatically.

Alongside any reporting you already have

If you already report out of Jira with a BI app, it keeps doing that job. MetaFrazo accompanies it, answering a different set of questions from the same instance, and neither one needs the other.

A BI or reporting toolMetaFrazo
What it readsThe issues and fields your instance holds todayEvery change as it happens, kept forward from the day you install
What it answersHow many, how long, and by whomHow the workflow actually ran, and what changed in the configuration
Who asksAnalysts, delivery leads and PMOsCISOs, COOs and engineering leaders